.gitignore

+ani_product.R
+check_tp.R
+extraction_animal_product.R
+test_time.R
+
+
+dimitrios_load_str_crops.R
+dimitrios_load_str_livestocks.R
+
+
+gdx/*.gdx
+
+corrected.json.full/test.json
+corrected.json.full/rewrite_corrected.2013_before.json
+corrected.json.full/rewrite_corrected.2014_after.json
\ No newline at end of file

README.Rmd

@@ -36,16 +36,25 @@ git clone https://git-dmz.thuenen.de/mindstep/fadntocapri.git
 
 It is also possible to create a new Rstudio project with git version control. In Rstudio Select File -> New Project -> Version Control -> Git, then provide the repository HTTPS link: https://git-dmz.thuenen.de/mindstep/fadntocapri.git, select the R workspace folder and create the project. RStudio now copies (clone in Git terms) the content of the repository to your project folder. The content of the Gitlab repository should now appear in the Files pane of RStudio.
 
+Attention: You can also use the IIASA GitLab:
+``` bash
+git clone https://https://gitlab.iiasa.ac.at/mind-step/fadntocapri
+```
+
 ## Usage
 ### Setup and load Libraries
 *  Loading libraries 
 
-Make sure you have `fadnutils` installed. 
+Make sure you have `fadnutils` installed. If the package is public, you should not need password and username.
+
 Using `devtools` to install `fadnutils`. If you did not install this package, please just run the following command at the root of your project: 
-```{r, results='hide', message=FALSE}
+``` {r, results='hide', message=FALSE}
 # Install fadnutils from thuenen internal gitlab 
 devtools::install_git("https://git-dmz.thuenen.de/mindstep/fadnutilspackages", 
-                      credentials = git2r::cred_user_pass("yang", "Thu_Y2021"))
+                      credentials = git2r::cred_user_pass("yang", "your_password")) ## "your_password" must be your password, if needed
+## Also possible for IIASA GitLab
+# devtools::install_git("https://gitlab.iiasa.ac.at/mind-step/fadnutilspackage")
+
 # load libraries
 requiredPackages = c('fadnUtils','data.table', 'devtools','jsonlite', 'ggplot2',
                      'gdxdt', 'tidyverse', 'xlsx', 'gdxrrw','Hmisc')
@@ -94,7 +103,7 @@ source("myfun_fadn.R")
 ```
 ### `Crops` data for CAPRI
 Using `output_GDX_crops` function loads raw data, extracts crops data, computes orgnic and non-org, aggregtes different variables and exports `crops` FADN data.
-```{r}
+```{r eval=FALSE}
 output_GDX_crops <- function (fadn.countries ){
   # Convert and load FADN data, save the str data in path: D:\data\fadn\lieferung_20210414\yang\fadn_work_space\rds\crops
   cat("Convert and load FADN str data for:", fadn.countries)
@@ -151,7 +160,7 @@ output_GDX_crops <- function (fadn.countries ){
 Call funtion to export GDX files for crops of EU country.
 
 
-```{r}
+```{r eval=FALSE}
 output_GDX_crops(fadn.countries = "all")
 ```
 
@@ -159,7 +168,7 @@ output_GDX_crops(fadn.countries = "all")
 
 All the information about `animals` comes from table J (collection of tables are provided by FADN). `output_GDX_animals` includes loading raw animals data from FADN data, cleaning raw data, and exporting final animals data as GDX format.
 
-```{r}
+```{r eval=FALSE}
 output_GDX_animals <- function( convert.str.animal = FALSE, fadn.countries = "all" ) {
   if (convert.str.animal){
     # converting animal str data took 815.39s
@@ -221,7 +230,7 @@ output_GDX_animals <- function( convert.str.animal = FALSE, fadn.countries = "al
 
 ```
 Call funtion to export GDX files for animals of Germany.
-```{r}
+```{r eval=FALSE}
 output_GDX_animals(convert.str.animal = FALSE, fadn.countries = "DEU")
 ```
 

README.md

@@ -25,18 +25,29 @@ git clone https://git-dmz.thuenen.de/mindstep/fadntocapri.git
 
 It is also possible to create a new Rstudio project with git version control. In Rstudio Select File -&gt; New Project -&gt; Version Control -&gt; Git, then provide the repository HTTPS link: <https://git-dmz.thuenen.de/mindstep/fadntocapri.git>, select the R workspace folder and create the project. RStudio now copies (clone in Git terms) the content of the repository to your project folder. The content of the Gitlab repository should now appear in the Files pane of RStudio.
 
+Attention: You can also use the IIASA GitLab:
+
+``` bash
+git clone https://https://gitlab.iiasa.ac.at/mind-step/fadntocapri
+```
+
 ## Usage
 
 ### Setup and load Libraries
 
 -   Loading libraries
 
-Make sure you have `fadnutils` installed. Using `devtools` to install `fadnutils`. If you did not install this package, please just run the following command at the root of your project:
+Make sure you have `fadnutils` installed. If the package is public, you should not need password and username.
+
+Using `devtools` to install `fadnutils`. If you did not install this package, please just run the following command at the root of your project:
 
 ``` r
 # Install fadnutils from thuenen internal gitlab 
 devtools::install_git("https://git-dmz.thuenen.de/mindstep/fadnutilspackages", 
-                      credentials = git2r::cred_user_pass("yang", "Thu_Y2021"))
+                      credentials = git2r::cred_user_pass("yang", "your_password")) ## "your_password" must be your password, if needed
+## Also possible for IIASA GitLab
+# devtools::install_git("https://gitlab.iiasa.ac.at/mind-step/fadnutilspackage")
+
 # load libraries
 requiredPackages = c('fadnUtils','data.table', 'devtools','jsonlite', 'ggplot2',
                      'gdxdt', 'tidyverse', 'xlsx', 'gdxrrw','Hmisc')
@@ -154,25 +165,6 @@ Call funtion to export GDX files for crops of EU country.
 output_GDX_crops(fadn.countries = "all")
 ```
 
-    ## Convert and load FADN str data for: all
-    ##  D:/data/fadn/lieferung_20210414/yang/FadntoCapri/corrected.json.full/corrected.2013_before.json  copied to  D:/data/fadn/lieferung_20210414/yang/fadn_work_space/rds//alex/raw_str_map.json
-    ## [1] "Doing id ..."
-    ## [1] "Doing info ..."
-    ## [1] "Doing crops ..."
-    ## ...........................................
-    ## 
-    ##  D:/data/fadn/lieferung_20210414/yang/FadntoCapri/corrected.json.full/corrected.2014_after.json  copied to  D:/data/fadn/lieferung_20210414/yang/fadn_work_space/rds//alex/raw_str_map.json
-    ## [1] "Doing id ..."
-    ## [1] "Doing info ..."
-    ## [1] "Doing crops ..."
-    ## ..........................................
-    ## Convert FADN str data to NUTS Version 2016 for country: allCountries:  NED BEL BGR CZE DAN DEU ELL ESP EST FRA ITA LUX LVA OST POR ROU SVE SVK CYP HRV MLT 
-    ## Converting......
-    ## Non-special country finished.
-    ## Sepcial country finished!
-    ## Combination special and non-countries finished!
-    ## Export the gdx: D:/data/fadn/lieferung_20210414/yang/FadntoCapri/gdx/crops_LEVL_new.gdx
-
 ### `Animals` data for CAPRI
 
 All the information about `animals` comes from table J (collection of tables are provided by FADN). `output_GDX_animals` includes loading raw animals data from FADN data, cleaning raw data, and exporting final animals data as GDX format.
@@ -243,8 +235,3 @@ Call funtion to export GDX files for animals of Germany.
 ``` r
 output_GDX_animals(convert.str.animal = FALSE, fadn.countries = "DEU")
 ```
-
-    ## Countries:  DEU 
-    ## Converting......
-    ## Non-special country finished.
-    ## Export gdx:  D:/data/fadn/lieferung_20210414/yang/FadntoCapri/gdx/animals_LEVL_converted.gdx

animals.R

 # Based on the work of Dimitrios Kremmydas (JRC) and Xinxin Yang (THÜNEN)
-# livestocks
+# livestocks(animals)
 
 source("raw_data_codes_livestock.R")
 
@@ -8,11 +8,12 @@ source("raw_data_codes_livestock.R")
 # raw table K: production
 # col.codes.anim_products.dt
 
-# load raw data ----
-raw.file <- paste0(get.data.dir(),"/rds","/fadn.raw.all.rds")
-raw_data_test <- readRDS(file=raw.file) #82.42s
 
 
+# Animals  ----------------------------------------------------------------
+## load raw data ===========================================================
+raw.file <- paste0(get.data.dir(),"/rds","/fadn.raw.all.rds")
+raw_data_test <- readRDS(file=raw.file) #82.42s
 #read thw variables of a worksheet into R df
 FADN_data_request_file <- "D:/data/fadn/lieferung_20210414/yang/FADN data request forms_2020_02_update - 20201212.xlsx"
 
@@ -38,7 +39,7 @@ missing.names <- unique(missing.names)
 ## add missing variables with 0 value
 raw_data_test[,c(missing.names) := 0]
 
-# load livestocks from raw data ----
+# load livestocks from raw data ===========================================================
 cols.to.load = c("ID",col.codes.livestock.dt[!code.num=="",common.name])
 
 #  only average number of animals
@@ -239,3 +240,4 @@ animal.dt <- ANIMALS_FADN[animal.dt , on = c("variable", "ANIM", "ID", "YEAR")]
 
 
 # all.equal(animal.dt1, animal.dt)
+

corrected.json.full/corrected.2013_before.json

 {
-  "id": {
-    "ID": {
-      "source": "factor(ID)",
-      "description": "Unique FADN Identifier. Anonymous code allowing constant sample."
-    },
-    "WEIGHT": {
-      "source": "SYS02",
-      "description": "Number of farm represented in the population"
-    },
-    "COUNTRY": {
-      "source": "COUNTRY",
-      "description": "Country (3 digits FADN acronym)"
-    },
-    "YEAR": {
-      "source": "YEAR",
-      "description": "Accounting year"
-    },
-    "TF8": {
-      "source": "factor( paste0('tf8-',TF8) ) ",
-      "description": "Type of Farming (8)"
-    },
-    "TF14": {
-      "source": "factor( paste0('tf14-',TF14) ) ",
-      "description": "Type of Farming (14)"
-    },
-    "SIZ6": {
-      "source": "factor( paste0('siz6-',SIZ6) )",
-      "description": "Economic size class (6 classes)"
-    },
-    "REGION": {
-      "source": "factor( REGION )",
-      "description": "FADN region"
-    },
-    "NUTS1": {
-      "source": "factor( NUTS1 )",
-      "description": ""
-    },
-    "NUTS2": {
-      "source": "NUTS2",
-      "description": ""
-    },
-    "NUTS3": {
-      "source": "NUTS3",
-      "description": "The code of the NUTS level 3 territorial unit where the holding is located."
-    },
-    "ALTITUDE": {
-      "source": "factor( paste0('alt-',ALTITUDE) )",
-      "description": "Altitude Code (1=<300m, 2=300-600m, 3=>600m)"
-    },
-    "ORGANIC": {
-      "source": "factor( paste0('org-',ORGANIC )  )",
-      "description": "Organic farming Code (1=No Organic, 2=Only organic, 3=Both, 4=In conversion)"
-    }
-  },
-  // comment info 
-  /*  "info": {
-    "SIZEUR": {
-      "source": "SIZEUR",
-      "description": "Total economic size in EUR, Calculated by DG AGRI (cf Typology Regulation)"
-    },
-    "UAAOWNED": {
-      "source": "UAAOWNED",
-      "description": "UAA for owner farming Area, in ha"
-    },
-    "UAARENTED": {
-      "source": "UAARENTED",
-      "description": "Rented UAA Area, in ha"
-    },
-    "UAASHARED": {
-      "source": "UAASHARED",
-      "description": "Sharecropped UAA Area, in ha"
-    },
-    "UAA": {
-      "source": "UAAOWNED+UAARENTED+UAASHARED",
-      "description": "Total Utilised Agricultural Area. Area in ha"
-    },
-    "NAT2000": {
-      "source": "factor( paste0( 'nat-', ENVREST_X )  )",
-      "description": "Environmental constraints Area (EC no 1257/1999) - does not coincide exactly with Natura2000 on 2013- / TODO[NAT2000 for 2014+]"
-    },
-    "WAWU": {
-      "source": "NA",
-      "description": "Total Annual working units in farm (manager+spouse+"
-    },
-    "WHOURS": {
-      "source": "NA",
-      "description": "Total hours working in farm (manager+spouse+"
-    },
-    "DPSFPS.share": {
-      "source": "NA",
-      "description": ""
-    },
-    "ENTL.share": {
-      "source": "NA",
-      "description": ""
-    },
-    "ENTL.LEVL": {
-      "source": "NA",
-      "description": ""
-    },
-    "LFA": {
-      "source": "factor( paste0( 'lfa-',LFA )  )",
-      "description": "Less-favoured area Code (1=not LFA, 2=not mountain LFA, 3=mountain LFA, 4=no significant areas)"
-    },
-    "OGA": {
-      "source": "OGASHARE",
-      "description": ""
-    },
-    "TSGM": {
-      "source": "SIZEUR",
-      "description": ""
-    },
-    "SAMP": {
-      "source": "SYS03",
-      "description": ""
-    },
-    "TOTINVBEFSUBS": {
-      "source": "NA",
-      "description": ""
-    },
-    "INCOME.VATBALANCE": {
-      "source": "NA",
-      "description": ""
-    },
-    "INCOME.TAXES": {
-      "source": "NA",
-      "description": ""
-    }
-  }, */
-/*   "costs": {
-    "SEED": {
-      "source": "SE290+ISEDPUR_V",
-      "description": ""
-    },
-    "NITF": {
-      "source": "SE295",
-      "description": ""
-    },
-    "PLAP": {
-      "source": "SE300",
-      "description": ""
-    },
-    "CSPE": {
-      "source": "SE305",
-      "description": ""
-    },
-    "F59": {
-      "source": "IWGSS_V",
-      "description": "Wages and social security costs for paid labour Value"
-    },
-    "F60": {
-      "source": "ICNTR_V",
-      "description": "Contract work and machinery hire Value"
-    },
-    "F61": {
-      "source": "IUPKP_V",
-      "description": "Current upkeep of machinery and equipment Value"
-    },
-    "F62": {
-      "source": "IFULS_V",
-      "description": "Motor fuels and lubricants Value"
-    },
-    "F63": {
-      "source": "ICAR_V",
-      "description": "Car expenses Value"
-    },
-    "F64": {
-      "source": "IGRFEDCNCTRPUR_V",
-      "description": "Purchased concentrated feedstuffs for grazing stock (equines, ruminants) Value"
-    },
-    "F65": {
-      "source": "IGRFEDCRSPUR_V",
-      "description": "Purchased coarse fodder for grazing stock (equines, ruminants) Value"
-    },
-    "F66": {
-      "source": "IPIGFEDPUR_V",
-      "description": "Purchased feedstuffs for pigs Value"
-    },
-    "F67": {
-      "source": "IPLTRFEDPUR_V",
-      "description": "Purchased feedstuffs for poultry and other small animals Value"
-    },
-    "F68": {
-      "source": "ILVFEDFPR_V",
-      "description": "Farm-produced feedstuffs for grazing stock (equines, ruminants) Valu"
-    },
-    "F69": {
-      "source": "IPIGFEDFPR_V",
-      "description": "Farm-produced feedstuffs for pigs Value"
-    },
-    "F70": {
-      "source": "IPLTRFEDFPR_V",
-      "description": "Farm-produced feedstuffs for poultry and other small animals Value"
-    },
-    "F71": {
-      "source": "ILOTH_VET_V",
-      "description": "Other veterinary expenses"
-    },
-    "F72": {
-      "source": "ISEDPUR_V",
-      "description": "Seeds and seedlings purchased Value"
-    },
-    "F73": {
-      "source": "ISEDFPR_V",
-      "description": "Seeds and seedlings produced and used on the farm Value"
-    },
-    "F74": {
-      "source": "IFERT_V",
-      "description": "Fertilisers and soil improvers Value"
-    },
-    "F75": {
-      "source": "IPROT_V",
-      "description": "Crop protection products Value"
-    },
-    "F76": {
-      "source": "ICRPOTH_V",
-      "description": "Other specific crop costs Value"
-    },
-    "F77": {
-      "source": "IFRST_V",
-      "description": "Specific costs for forestry and wood processing Value"
-    },
-    "F78": {
-      "source": "IUPKPLND_V",
-      "description": "Current upkeep of land improvements and buildings Value"
-    },
-    "F79": {
-      "source": "IELE_V",
-      "description": "Farming overheads. Electricity. Value"
-    },
-    "F80": {
-      "source": "IHFULS_V",
-      "description": "Heating fuels Value"
-    },
-    "F81": {
-      "source": "IWATR_V",
-      "description": "Water Value"
-    },
-    "F82": {
-      "source": "IOTHINS_AGR_V",
-      "description": "insurance"
-    },
-    "F83": {
-      "source": "ITAX_V",
-      "description": "Taxes and other dues Value"
-    },
-    "F85": {
-      "source": "IRNT_V",
-      "description": "Rent paid, total Value"
-    },
-    "F86": {
-      "source": "ILNDRNT_V",
-      "description": "Rent paid for land Value"
-    },
-    "F88": {
-      "source": "ILNDTAX_V",
-      "description": "Taxes on land and buildings Val"
-    }
-  },
-  "livestock": {
-    "animals": {
-      "DCOW": {
-        "description": "Dairy cows and Bufallo (2013 and bef.)",
-        "columns": {
-          "LEVL": "LCOWBUFDAIR_AN_X",
-          "OV": "LCOWBUFDAIR_OV_X",
-          "CV": "LCOWBUFDAIR_OV_X + LCOWBUFDAIR_CV_X",
-          "PV": "LCOWBUFDAIR_PV_X",
-          "PN": "LCOWBUFDAIR_PN_X",
-          "SV": "LCOWBUFDAIR_SV_X",
-          "SN": "LCOWBUFDAIR_SN_X",
-          "FCV": "NA",
-          "FCN": "NA",
-          "FUV": "NA",
-          "FUN": "NA"
-        }
-      },
-      "SCOW": {
-        "description": "Other cows. Average number",
-        "columns": {
-          "LEVL": "LCOWOTH_AN",
-          "OV": "LCOWOTH_OV",
-          "CV": "LCOWOTH_CV",
-          "PV": "LCOWOTH_PV",
-          "PN": "LCOWOTH_PN",
-          "SV": "LCOWOTH_SV",
-          "SN": "LCOWOTH_SN",
-          "FCV": "LCOWOTH_FCV",
-          "FCN": "LCOWOTH_FUN",
-          "FUV": "LCOWOTH_FUV",
-          "FUN": "LCOWOTH_FUN"
-        }
-      },
-      "BULF": {
-        "description": "Bovine animals, >= 1 < 2 y.o., male + Male bovine animals, >= 2 y.o.",
-        "columns": {
-          "LEVL": "LBOV1_2M_AN + LBOV2_AN",
-          "OV": "LBOV1_2M_OV + LBOV2_OV",
-          "CV": "LBOV1_2M_CV + LBOV2_CV",
-          "PV": "LBOV1_2M_PV + LBOV2_PV",
-          "PN": "LBOV1_2M_PN + LBOV2_PN",
-          "SV": "LBOV1_2M_SV + LBOV2_SV",
-          "SN": "LBOV1_2M_SN + LBOV2_SN",
-          "FCV": "LBOV1_2M_FCV + LBOV2_FCV",
-          "FCN": "LBOV1_2M_FCN + LBOV2_FCN",
-          "FUV": "LBOV1_2M_FUV + LBOV2_FUV",
-          "FUN": "LBOV1_2M_FUN + LBOV2_FUN"
-        }
-      }
-    },
-    "production": {}
-  },
-  "subsidies": {
-    "SA1OTHSUB_2_V": {
-      "source": "SA1OTHSUB_2_V",
-      "description": ""
-    },
-    "SA1OTHSUB_V": {
-      "source": "SA1OTHSUB_V",
-      "description": ""
-    },
-    "SA2OTHSUB_2_V": {
-      "source": "SA2OTHSUB_2_V",
-      "description": ""
-    },
-    "SA2OTHSUB_V": {
-      "source": "SA2OTHSUB_V",
-      "description": ""
-    },
-    "SA68ANIMOTHSUB_1_V": {
-      "source": "SA68ANIMOTHSUB_1_V",
-      "description": ""
-    },
-    "SA68ANIMOTHSUB_V": {
-      "source": "SA68ANIMOTHSUB_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_1_V": {
-      "source": "SA68BEFSECSUB_1_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_2_V": {
-      "source": "SA68BEFSECSUB_2_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_V": {
-      "source": "SA68BEFSECSUB_V",
-      "description": ""
-    },
-    "SA68COSTSUB_1_V": {
-      "source": "SA68COSTSUB_1_V",
-      "description": ""
-    },
-    "SA68COSTSUB_3_V": {
-      "source": "SA68COSTSUB_3_V",
-      "description": ""
-    },
-    "SA68COSTSUB_V": {
-      "source": "SA68COSTSUB_V",
-      "description": ""
-    },
-    "SA68CRPOTHSUB_1_V": {
-      "source": "SA68CRPOTHSUB_1_V",
-      "description": ""
-    },
-    "SA68CRPOTHSUB_V": {
-      "source": "SA68CRPOTHSUB_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_1_V": {
-      "source": "SA68DAIRSECSUB_1_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_2_V": {
-      "source": "SA68DAIRSECSUB_2_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_V": {
-      "source": "SA68DAIRSECSUB_V",
-      "description": ""
-    },
-    "SA68OTHXCOSTSUB_1_V": {
-      "source": "SA68OTHXCOSTSUB_1_V",
-      "description": ""
-    },
-    "SA68OTHXCOSTSUB_V": {
-      "source": "SA68OTHXCOSTSUB_V",
-      "description": ""
-    },
-    "SA68RICESECSUB_1_V": {
-      "source": "SA68RICESECSUB_1_V",
-      "description": ""
-    },
-    "SA68RICESECSUB_V": {
-      "source": "SA68RICESECSUB_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_1_V": {
-      "source": "SA68SHEPGTSECSUB_1_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_2_V": {
-      "source": "SA68SHEPGTSECSUB_2_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_V": {
-      "source": "SA68SHEPGTSECSUB_V",
-      "description": ""
-    },
-    "SAEAWSUB_2_V": {
-      "source": "SAEAWSUB_2_V",
-      "description": ""
-    },
-    "SAEAWSUB_3_V": {
-      "source": "SAEAWSUB_3_V",
-      "description": ""
-    },
-    "SAEAWSUB_V": {
-      "source": "SAEAWSUB_V",
-      "description": ""
-    },
-    "SAFR_N": {
-      "source": "SAFR_N",
-      "description": ""
-    },
-    "SAGRFR_N": {
-      "source": "SAGRFR_N",
-      "description": ""
-    },
-    "SAGRPRCTCLIMENVSUBGR_T": {
-      "source": "SAGRPRCTCLIMENVSUBGR_T",
-      "description": ""
-    },
-    "SANC_1_V": {
-      "source": "SANC_1_V",
-      "description": ""
-    },
-    "SANC_2_V": {
-      "source": "SANC_2_V",
-      "description": ""
-    },
-    "SANC_V": {
-      "source": "SANC_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_1_V": {
-      "source": "SANIMNODEFSUB_1_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_2_V": {
-      "source": "SANIMNODEFSUB_2_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_3_V": {
-      "source": "SANIMNODEFSUB_3_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_V": {
-      "source": "SANIMNODEFSUB_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_2_V": {
-      "source": "SANIMOTHPURSUB_2_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_3_V": {
-      "source": "SANIMOTHPURSUB_3_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_V": {
-      "source": "SANIMOTHPURSUB_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_1_V": {
-      "source": "SANIMSUBDPOTH_1_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_2_V": {
-      "source": "SANIMSUBDPOTH_2_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_3_V": {
-      "source": "SANIMSUBDPOTH_3_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_V": {
-      "source": "SANIMSUBDPOTH_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_1_2_N": {
-      "source": "SANIMSUBSHROT_1_2_N",
-      "description": ""
-    },
-    "SANIMSUBSHROT_1_V": {
-      "source": "SANIMSUBSHROT_1_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_3_2_N": {
-      "source": "SANIMSUBSHROT_3_2_N",
-      "description": ""
-    },
-    "SANIMSUBSHROT_3_V": {
-      "source": "SANIMSUBSHROT_3_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_V": {
-      "source": "SANIMSUBSHROT_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_1_V": {
-      "source": "SANIMSUBSILK_1_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_3_V": {
-      "source": "SANIMSUBSILK_3_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_V": {
-      "source": "SANIMSUBSILK_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_1_V": {
-      "source": "SARACRPNODEFSUB_1_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_3_V": {
-      "source": "SARACRPNODEFSUB_3_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_V": {
-      "source": "SARACRPNODEFSUB_V",
-      "description": ""
-    },
-    "SBEFPURSUB_2_V": {
-      "source": "SBEFPURSUB_2_V",
-      "description": ""
-    },
-    "SBEFPURSUB_3_V": {
-      "source": "SBEFPURSUB_3_V",
-      "description": ""
-    },
-    "SBEFPURSUB_V": {
-      "source": "SBEFPURSUB_V",
-      "description": ""
-    },
-    "SBEFSUB_1_1_N": {
-      "source": "SBEFSUB_1_1_N",
-      "description": ""
-    },
-    "SBEFSUB_1_V": {
-      "source": "SBEFSUB_1_V",
-      "description": ""
-    },
-    "SBEFSUB_2_1_N": {
-      "source": "SBEFSUB_2_1_N",
-      "description": ""
-    },
-    "SBEFSUB_2_V": {
-      "source": "SBEFSUB_2_V",
-      "description": ""
-    },
-    "SBEFSUB_3_1_N": {
-      "source": "SBEFSUB_3_1_N",
-      "description": ""
-    },
-    "SBEFSUB_3_V": {
-      "source": "SBEFSUB_3_V",
-      "description": ""
-    },
-    "SBEFSUB_V": {
-      "source": "SBEFSUB_V",
-      "description": ""
-    },
-    "SBERNUTSUB_1_V": {
-      "source": "SBERNUTSUB_1_V",
-      "description": ""
-    },
-    "SBERNUTSUB_3_V": {
-      "source": "SBERNUTSUB_3_V",
-      "description": ""
-    },
-    "SBERNUTSUB_V": {
-      "source": "SBERNUTSUB_V",
-      "description": ""
-    },
-    "SBFR_N": {
-      "source": "SBFR_N",
-      "description": ""
-    },
-    "SBPS_1_1_N": {
-      "source": "SBPS_1_1_N",
-      "description": ""
-    },
-    "SBPS_1_2_N": {
-      "source": "SBPS_1_2_N",
-      "description": ""
-    },
-    "SBPS_1_3_N": {
-      "source": "SBPS_1_3_N",
-      "description": ""
-    },
-    "SBPS_1_V": {
-      "source": "SBPS_1_V",
-      "description": ""
-    },
-    "SBPS_2_1_N": {
-      "source": "SBPS_2_1_N",
-      "description": ""
-    },
-    "SBPS_2_2_N": {
-      "source": "SBPS_2_2_N",
-      "description": ""
-    },
-    "SBPS_2_3_N": {
-      "source": "SBPS_2_3_N",
-      "description": ""
-    },
-    "SBPS_2_V": {
-      "source": "SBPS_2_V",
-      "description": ""
-    },
-    "SBPS_3_1_N": {
-      "source": "SBPS_3_1_N",
-      "description": ""
-    },
-    "SBPS_3_2_N": {
-      "source": "SBPS_3_2_N",
-      "description": ""
-    },
-    "SBPS_3_3_N": {
-      "source": "SBPS_3_3_N",
-      "description": ""
-    },
-    "SBPS_3_V": {
-      "source": "SBPS_3_V",
-      "description": ""
-    },
-    "SBPS_V": {
-      "source": "SBPS_V",
-      "description": ""
-    },
-    "SCATLSUB_1_V": {
-      "source": "SCATLSUB_1_V",
-      "description": ""
-    },
-    "SCATLSUB_3_V": {
-      "source": "SCATLSUB_3_V",
-      "description": ""
-    },
-    "SCATLSUB_V": {
-      "source": "SCATLSUB_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_1_V": {
-      "source": "SCITRPLTSSUB_1_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_3_V": {
-      "source": "SCITRPLTSSUB_3_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_V": {
-      "source": "SCITRPLTSSUB_V",
-      "description": ""
-    },
-    "SCOPSUB_1_V": {
-      "source": "SCOPSUB_1_V",
-      "description": ""
-    },
-    "SCOPSUB_3_V": {
-      "source": "SCOPSUB_3_V",
-      "description": ""
-    },
-    "SCOPSUB_V": {
-      "source": "SCOPSUB_V",
-      "description": ""
-    },
-    "SCOPSUBCER_1_2_N": {
-      "source": "SCOPSUBCER_1_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_1_3_N": {
-      "source": "SCOPSUBCER_1_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_1_V": {
-      "source": "SCOPSUBCER_1_V",
-      "description": ""
-    },
-    "SCOPSUBCER_2_2_N": {
-      "source": "SCOPSUBCER_2_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_2_3_N": {
-      "source": "SCOPSUBCER_2_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_2_V": {
-      "source": "SCOPSUBCER_2_V",
-      "description": ""
-    },
-    "SCOPSUBCER_3_2_N": {
-      "source": "SCOPSUBCER_3_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_3_3_N": {
-      "source": "SCOPSUBCER_3_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_3_V": {
-      "source": "SCOPSUBCER_3_V",
-      "description": ""
-    },
-    "SCOPSUBCER_V": {
-      "source": "SCOPSUBCER_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_1_V": {
-      "source": "SCOPSUBOIL_1_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_2_V": {
-      "source": "SCOPSUBOIL_2_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_3_V": {
-      "source": "SCOPSUBOIL_3_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_V": {
-      "source": "SCOPSUBOIL_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_1_V": {
-      "source": "SCOPSUBPROT_1_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_2_V": {
-      "source": "SCOPSUBPROT_2_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_3_V": {
-      "source": "SCOPSUBPROT_3_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_V": {
-      "source": "SCOPSUBPROT_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_1_V": {
-      "source": "SCOSTOTHSUB_1_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_2_V": {
-      "source": "SCOSTOTHSUB_2_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_3_V": {
-      "source": "SCOSTOTHSUB_3_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_V": {
-      "source": "SCOSTOTHSUB_V",
-      "description": ""
-    },
-    "SCOTNSUB_1_V": {
-      "source": "SCOTNSUB_1_V",
-      "description": ""
-    },
-    "SCOTNSUB_3_V": {
-      "source": "SCOTNSUB_3_V",
-      "description": ""
-    },
-    "SCOTNSUB_V": {
-      "source": "SCOTNSUB_V",
-      "description": ""
-    },
-    "SCRPCATCH_N": {
-      "source": "SCRPCATCH_N",
-      "description": ""
-    },
-    "SCRPCOSTSUB_1_V": {
-      "source": "SCRPCOSTSUB_1_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_2_V": {
-      "source": "SCRPCOSTSUB_2_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_3_V": {
-      "source": "SCRPCOSTSUB_3_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_V": {
-      "source": "SCRPCOSTSUB_V",
-      "description": ""
-    },
-    "SCRPDVRSUBGR_N": {
-      "source": "SCRPDVRSUBGR_N",
-      "description": ""
-    },
-    "SCRPDVRSUBGR_T": {
-      "source": "SCRPDVRSUBGR_T",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_1_V": {
-      "source": "SCRPINDOTHSUB_1_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_2_V": {
-      "source": "SCRPINDOTHSUB_2_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_3_V": {
-      "source": "SCRPINDOTHSUB_3_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_V": {
-      "source": "SCRPINDOTHSUB_V",
-      "description": ""
-    },
-    "SCRPINDSUB_1_V": {
-      "source": "SCRPINDSUB_1_V",
-      "description": ""
-    },
-    "SCRPINDSUB_3_V": {
-      "source": "SCRPINDSUB_3_V",
-      "description": ""
-    },
-    "SCRPINDSUB_V": {
-      "source": "SCRPINDSUB_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_1_V": {
-      "source": "SCRPINDSUBCHIC_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_2_V": {
-      "source": "SCRPINDSUBCHIC_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_3_V": {
-      "source": "SCRPINDSUBCHIC_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_V": {
-      "source": "SCRPINDSUBCHIC_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_1_V": {
-      "source": "SCRPINDSUBFLAX_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_2_V": {
-      "source": "SCRPINDSUBFLAX_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_3_V": {
-      "source": "SCRPINDSUBFLAX_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_V": {
-      "source": "SCRPINDSUBFLAX_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_1_V": {
-      "source": "SCRPINDSUBHEMP_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_2_V": {
-      "source": "SCRPINDSUBHEMP_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_3_V": {
-      "source": "SCRPINDSUBHEMP_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_V": {
-      "source": "SCRPINDSUBHEMP_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_1_V": {
-      "source": "SCRPINDSUBHOP_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_2_V": {
-      "source": "SCRPINDSUBHOP_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_3_V": {
-      "source": "SCRPINDSUBHOP_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_V": {
-      "source": "SCRPINDSUBHOP_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_1_V": {
-      "source": "SCRPINDSUBLEG_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_3_V": {
-      "source": "SCRPINDSUBLEG_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_V": {
-      "source": "SCRPINDSUBLEG_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_1_V": {
-      "source": "SCRPINDSUBRICE_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_3_V": {
-      "source": "SCRPINDSUBRICE_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_V": {
-      "source": "SCRPINDSUBRICE_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_1_V": {
-      "source": "SCRPINDSUBSUGCN_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_2_V": {
-      "source": "SCRPINDSUBSUGCN_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_3_V": {
-      "source": "SCRPINDSUBSUGCN_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_V": {
-      "source": "SCRPINDSUBSUGCN_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_2_N": {
-      "source": "SCRPPERMNDEFSUB_1_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_3_N": {
-      "source": "SCRPPERMNDEFSUB_1_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_V": {
-      "source": "SCRPPERMNDEFSUB_1_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_2_N": {
-      "source": "SCRPPERMNDEFSUB_2_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_3_N": {
-      "source": "SCRPPERMNDEFSUB_2_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_V": {
-      "source": "SCRPPERMNDEFSUB_2_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_2_N": {
-      "source": "SCRPPERMNDEFSUB_3_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_3_N": {
-      "source": "SCRPPERMNDEFSUB_3_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_V": {
-      "source": "SCRPPERMNDEFSUB_3_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_V": {
-      "source": "SCRPPERMNDEFSUB_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_1_V": {
-      "source": "SCRPPERMSUBBERRY_1_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_2_V": {
-      "source": "SCRPPERMSUBBERRY_2_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_3_V": {
-      "source": "SCRPPERMSUBBERRY_3_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_V": {
-      "source": "SCRPPERMSUBBERRY_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_1_V": {
-      "source": "SCRPPERMSUBNUT_1_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_2_V": {
-      "source": "SCRPPERMSUBNUT_2_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_3_V": {
-      "source": "SCRPPERMSUBNUT_3_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_V": {
-      "source": "SCRPPERMSUBNUT_V",
-      "description": ""
-    },
-    "SDAIRSUB_1_1_N": {
-      "source": "SDAIRSUB_1_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_1_3_N": {
-      "source": "SDAIRSUB_1_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_1_V": {
-      "source": "SDAIRSUB_1_V",
-      "description": ""
-    },
-    "SDAIRSUB_2_1_N": {
-      "source": "SDAIRSUB_2_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_2_3_N": {
-      "source": "SDAIRSUB_2_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_2_V": {
-      "source": "SDAIRSUB_2_V",
-      "description": ""
-    },
-    "SDAIRSUB_3_1_N": {
-      "source": "SDAIRSUB_3_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_3_3_N": {
-      "source": "SDAIRSUB_3_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_3_V": {
-      "source": "SDAIRSUB_3_V",
-      "description": ""
-    },
-    "SDAIRSUB_V": {
-      "source": "SDAIRSUB_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_1_V": {
-      "source": "SDIFPRVSACCYRS_1_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_2_V": {
-      "source": "SDIFPRVSACCYRS_2_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_3_V": {
-      "source": "SDIFPRVSACCYRS_3_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_V": {
-      "source": "SDIFPRVSACCYRS_V",
-      "description": ""
-    },
-    "SDRYFODSUB_1_V": {
-      "source": "SDRYFODSUB_1_V",
-      "description": ""
-    },
-    "SDRYFODSUB_3_V": {
-      "source": "SDRYFODSUB_3_V",
-      "description": ""
-    },
-    "SDRYFODSUB_V": {
-      "source": "SDRYFODSUB_V",
-      "description": ""
-    },
-    "SDSTRSUB_1_V": {
-      "source": "SDSTRSUB_1_V",
-      "description": ""
-    },
-    "SDSTRSUB_2_V": {
-      "source": "SDSTRSUB_2_V",
-      "description": ""
-    },
-    "SDSTRSUB_3_V": {
-      "source": "SDSTRSUB_3_V",
-      "description": ""
-    },
-    "SDSTRSUB_V": {
-      "source": "SDSTRSUB_V",
-      "description": ""
-    },
-    "SEFASUBGR_N": {
-      "source": "SEFASUBGR_N",
-      "description": ""
-    },
-    "SEFASUBGR_T": {
-      "source": "SEFASUBGR_T",
-      "description": ""
-    },
-    "SELSUB_1_V": {
-      "source": "SELSUB_1_V",
-      "description": ""
-    },
-    "SELSUB_2_V": {
-      "source": "SELSUB_2_V",
-      "description": ""
-    },
-    "SELSUB_3_V": {
-      "source": "SELSUB_3_V",
-      "description": ""
-    },
-    "SELSUB_V": {
-      "source": "SELSUB_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_1_V": {
-      "source": "SFEDGRZLVSUB_1_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_2_V": {
-      "source": "SFEDGRZLVSUB_2_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_3_V": {
-      "source": "SFEDGRZLVSUB_3_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_V": {
-      "source": "SFEDGRZLVSUB_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_1_V": {
-      "source": "SFEDPIGSUB_1_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_2_V": {
-      "source": "SFEDPIGSUB_2_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_3_V": {
-      "source": "SFEDPIGSUB_3_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_V": {
-      "source": "SFEDPIGSUB_V",
-      "description": ""
-    },
-    "SFLNDSUBGR_N": {
-      "source": "SFLNDSUBGR_N",
-      "description": ""
-    },
-    "SFLSHTGSUB_1_V": {
-      "source": "SFLSHTGSUB_1_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_2_V": {
-      "source": "SFLSHTGSUB_2_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_3_V": {
-      "source": "SFLSHTGSUB_3_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_V": {
-      "source": "SFLSHTGSUB_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_1_V": {
-      "source": "SFLSMTRSUB_1_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_2_V": {
-      "source": "SFLSMTRSUB_2_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_3_V": {
-      "source": "SFLSMTRSUB_3_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_V": {
-      "source": "SFLSMTRSUB_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_1_V": {
-      "source": "SFLWLNDSUB_1_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_3_V": {
-      "source": "SFLWLNDSUB_3_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_V": {
-      "source": "SFLWLNDSUB_V",
-      "description": ""
-    },
-    "SFRSUB_2_V": {
-      "source": "SFRSUB_2_V",
-      "description": ""
-    },
-    "SFRSUB_V": {
-      "source": "SFRSUB_V",
-      "description": ""
-    },
-    "SFRSUBIMP_2_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SFRSUBIMP_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SFRSUBN2000_2_V": {
-      "source": "SFRSUBN2000_2_V",
-      "description": ""
-    },
-    "SFRSUBN2000_V": {
-      "source": "SFRSUBN2000_V",
-      "description": ""
-    },
-    "SFRTSUB_1_V": {
-      "source": "SFRTSUB_1_V",
-      "description": ""
-    },
-    "SFRTSUB_2_V": {
-      "source": "SFRTSUB_2_V",
-      "description": ""
-    },
-    "SFRTSUB_3_V": {
-      "source": "SFRTSUB_3_V",
-      "description": ""
-    },
-    "SFRTSUB_V": {
-      "source": "SFRTSUB_V",
-      "description": ""
-    },
-    "SFRUTVEGSUB_1_V": {
-      "source": "SFRUTVEGSUB_1_V",
-      "description": ""
-    },
-    "SFRUTVEGSUB_V": {
-      "source": "SFRUTVEGSUB_V",
-      "description": ""
-    },
-    "SINSSUB_1_V": {
-      "source": "SINSSUB_1_V",
-      "description": ""
-    },
-    "SINSSUB_2_V": {
-      "source": "SINSSUB_2_V",
-      "description": ""
-    },
-    "SINSSUB_3_V": {
-      "source": "SINSSUB_3_V",
-      "description": ""
-    },
-    "SINSSUB_V": {
-      "source": "SINSSUB_V",
-      "description": ""
-    },
-    "SINTSUB_1_V": {
-      "source": "SINTSUB_1_V",
-      "description": ""
-    },
-    "SINTSUB_2_V": {
-      "source": "SINTSUB_2_V",
-      "description": ""
-    },
-    "SINTSUB_3_V": {
-      "source": "SINTSUB_3_V",
-      "description": ""
-    },
-    "SINTSUB_V": {
-      "source": "SINTSUB_V",
-      "description": ""
-    },
-    "SINVSUB_2_V": {
-      "source": "SINVSUB_2_V",
-      "description": ""
-    },
-    "SINVSUB_3_V": {
-      "source": "SINVSUB_3_V",
-      "description": ""
-    },
-    "SINVSUB_V": {
-      "source": "SINVSUB_V",
-      "description": ""
-    },
-    "SLNDS_N": {
-      "source": "SLNDS_N",
-      "description": ""
-    },
-    "SLNTL_N": {
-      "source": "SLNTL_N",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_2_V": {
-      "source": "SLVDAIRPURSUB_2_V",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_3_V": {
-      "source": "SLVDAIRPURSUB_3_V",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_V": {
-      "source": "SLVDAIRPURSUB_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_1_V": {
-      "source": "SLVOTHCOSTSUB_1_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_2_V": {
-      "source": "SLVOTHCOSTSUB_2_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_3_V": {
-      "source": "SLVOTHCOSTSUB_3_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_V": {
-      "source": "SLVOTHCOSTSUB_V",
-      "description": ""
-    },
-    "SN2000SUB_2_V": {
-      "source": "SN2000SUB_2_V",
-      "description": ""
-    },
-    "SN2000SUB_V": {
-      "source": "SN2000SUB_V",
-      "description": ""
-    },
-    "SNFC_N": {
-      "source": "SNFC_N",
-      "description": ""
-    },
-    "SNHNDMNTSUB_2_V": {
-      "source": "SNHNDMNTSUB_2_V",
-      "description": ""
-    },
-    "SNHNDMNTSUB_V": {
-      "source": "SNHNDMNTSUB_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_1_V": {
-      "source": "SNO1K2KSUB_1_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_2_V": {
-      "source": "SNO1K2KSUB_2_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_3_V": {
-      "source": "SNO1K2KSUB_3_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_V": {
-      "source": "SNO1K2KSUB_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_1_V": {
-      "source": "SNRPCOTNSUB_1_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_3_V": {
-      "source": "SNRPCOTNSUB_3_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_V": {
-      "source": "SNRPCOTNSUB_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_1_V": {
-      "source": "SOGACOSTSUB_1_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_2_V": {
-      "source": "SOGACOSTSUB_2_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_3_V": {
-      "source": "SOGACOSTSUB_3_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_V": {
-      "source": "SOGACOSTSUB_V",
-      "description": ""
-    },
-    "SORGSUB_2_V": {
-      "source": "SORGSUB_2_V",
-      "description": ""
-    },
-    "SORGSUB_3_V": {
-      "source": "SORGSUB_3_V",
-      "description": ""
-    },
-    "SORGSUB_V": {
-      "source": "SORGSUB_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_1_V": {
-      "source": "SOTHEXCPSUB_1_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_2_V": {
-      "source": "SOTHEXCPSUB_2_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_3_V": {
-      "source": "SOTHEXCPSUB_3_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_V": {
-      "source": "SOTHEXCPSUB_V",
-      "description": ""
-    },
-    "SPEA_N": {
-      "source": "SPEA_N",
-      "description": ""
-    },
-    "SPERMGRSN2000_T": {
-      "source": "SPERMGRSN2000_T",
-      "description": ""
-    },
-    "SPERMGRSNON2000_T": {
-      "source": "SPERMGRSNON2000_T",
-      "description": ""
-    },
-    "SPERMGRSSUB_1_V": {
-      "source": "SPERMGRSSUB_1_V",
-      "description": ""
-    },
-    "SPERMGRSSUB_3_V": {
-      "source": "SPERMGRSSUB_3_V",
-      "description": ""
-    },
-    "SPERMGRSSUB_V": {
-      "source": "SPERMGRSSUB_V",
-      "description": ""
-    },
-    "SPERMGRSSUBGR_N": {
-      "source": "SPERMGRSSUBGR_N",
-      "description": ""
-    },
-    "SPERMGRSSUBGR_T": {
-      "source": "SPERMGRSSUBGR_T",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_2_V": {
-      "source": "SPIGPLTRPURSUB_2_V",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_3_V": {
-      "source": "SPIGPLTRPURSUB_3_V",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_V": {
-      "source": "SPIGPLTRPURSUB_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_1_N": {
-      "source": "SPIGPLTRSUB_1_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_3_N": {
-      "source": "SPIGPLTRSUB_1_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_V": {
-      "source": "SPIGPLTRSUB_1_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_1_N": {
-      "source": "SPIGPLTRSUB_2_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_3_N": {
-      "source": "SPIGPLTRSUB_2_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_V": {
-      "source": "SPIGPLTRSUB_2_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_1_N": {
-      "source": "SPIGPLTRSUB_3_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_3_N": {
-      "source": "SPIGPLTRSUB_3_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_V": {
-      "source": "SPIGPLTRSUB_3_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_V": {
-      "source": "SPIGPLTRSUB_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_1_V": {
-      "source": "SPLTSOILSUB_1_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_3_V": {
-      "source": "SPLTSOILSUB_3_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_V": {
-      "source": "SPLTSOILSUB_V",
-      "description": ""
-    },
-    "SPLTVINSUB_1_V": {
-      "source": "SPLTVINSUB_1_V",
-      "description": ""
-    },
-    "SPLTVINSUB_3_V": {
-      "source": "SPLTVINSUB_3_V",
-      "description": ""
-    },
-    "SPLTVINSUB_V": {
-      "source": "SPLTVINSUB_V",
-      "description": ""
-    },
-    "SPMSFSUB_1_V": {
-      "source": "SPMSFSUB_1_V",
-      "description": ""
-    },
-    "SPMSFSUB_3_V": {
-      "source": "SPMSFSUB_3_V",
-      "description": ""
-    },
-    "SPMSFSUB_V": {
-      "source": "SPMSFSUB_V",
-      "description": ""
-    },
-    "SPOTSUB_1_V": {
-      "source": "SPOTSUB_1_V",
-      "description": ""
-    },
-    "SPOTSUB_3_V": {
-      "source": "SPOTSUB_3_V",
-      "description": ""
-    },
-    "SPOTSUB_V": {
-      "source": "SPOTSUB_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_1_V": {
-      "source": "SPOTSUBOWST_1_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_2_V": {
-      "source": "SPOTSUBOWST_2_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_3_V": {
-      "source": "SPOTSUBOWST_3_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_V": {
-      "source": "SPOTSUBOWST_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_1_V": {
-      "source": "SPRCTCLIMENV_1_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_2_V": {
-      "source": "SPRCTCLIMENV_2_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_V": {
-      "source": "SPRCTCLIMENV_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_1_V": {
-      "source": "SPRTCRPSUB_1_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_2_V": {
-      "source": "SPRTCRPSUB_2_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_3_V": {
-      "source": "SPRTCRPSUB_3_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_V": {
-      "source": "SPRTCRPSUB_V",
-      "description": ""
-    },
-    "SPS1300_V": {
-      "source": "SPS1300_V",
-      "description": ""
-    },
-    "SPS1300_1_V": {
-      "source": "SPS1300_1_V",
-      "description": ""
-    },
-    "SRDOTHSUB_2_V": {
-      "source": "SRDOTHSUB_2_V",
-      "description": ""
-    },
-    "SRDOTHSUB_V": {
-      "source": "SRDOTHSUB_V",
-      "description": ""
-    },
-    "SSAPS_1_2_N": {
-      "source": "SSAPS_1_2_N",
-      "description": ""
-    },
-    "SSAPS_1_V": {
-      "source": "SSAPS_1_V",
-      "description": ""
-    },
-    "SSAPS_2_2_N": {
-      "source": "SSAPS_2_2_N",
-      "description": ""
-    },
-    "SSAPS_2_V": {
-      "source": "SSAPS_2_V",
-      "description": ""
-    },
-    "SSAPS_3_2_N": {
-      "source": "SSAPS_3_2_N",
-      "description": ""
-    },
-    "SSAPS_3_V": {
-      "source": "SSAPS_3_V",
-      "description": ""
-    },
-    "SSAPS_V": {
-      "source": "SSAPS_V",
-      "description": ""
-    },
-    "SSCOTNSUB_1_V": {
-      "source": "SSCOTNSUB_1_V",
-      "description": ""
-    },
-    "SSCOTNSUB_3_V": {
-      "source": "SSCOTNSUB_3_V",
-      "description": ""
-    },
-    "SSCOTNSUB_V": {
-      "source": "SSCOTNSUB_V",
-      "description": ""
-    },
-    "SSCOWPRM_1_V": {
-      "source": "SSCOWPRM_1_V",
-      "description": ""
-    },
-    "SSCOWPRM_2_V": {
-      "source": "SSCOWPRM_2_V",
-      "description": ""
-    },
-    "SSCOWPRM_V": {
-      "source": "SSCOWPRM_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_1_V": {
-      "source": "SSCOWPRMADD_1_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_2_V": {
-      "source": "SSCOWPRMADD_2_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_3_V": {
-      "source": "SSCOWPRMADD_3_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_V": {
-      "source": "SSCOWPRMADD_V",
-      "description": ""
-    },
-    "SSDSTRSUB_2_V": {
-      "source": "SSDSTRSUB_2_V",
-      "description": ""
-    },
-    "SSDSTRSUB_V": {
-      "source": "SSDSTRSUB_V",
-      "description": ""
-    },
-    "SSEDSUB_1_V": {
-      "source": "SSEDSUB_1_V",
-      "description": ""
-    },
-    "SSEDSUB_2_V": {
-      "source": "SSEDSUB_2_V",
-      "description": ""
-    },
-    "SSEDSUB_3_V": {
-      "source": "SSEDSUB_3_V",
-      "description": ""
-    },
-    "SSEDSUB_V": {
-      "source": "SSEDSUB_V",
-      "description": ""
-    },
-    "SSFS_1_V": {
-      "source": "SSFS_1_V",
-      "description": ""
-    },
-    "SSFS_2_V": {
-      "source": "SSFS_2_V",
-      "description": ""
-    },
-    "SSFS_V": {
-      "source": "SSFS_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_1_V": {
-      "source": "SSHEPGTPRM_1_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_2_V": {
-      "source": "SSHEPGTPRM_2_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_V": {
-      "source": "SSHEPGTPRM_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_1_V": {
-      "source": "SSHEPGTPRMSUP_1_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_2_V": {
-      "source": "SSHEPGTPRMSUP_2_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_V": {
-      "source": "SSHEPGTPRMSUP_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_2_V": {
-      "source": "SSHEPGTPURSUB_2_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_3_V": {
-      "source": "SSHEPGTPURSUB_3_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_V": {
-      "source": "SSHEPGTPURSUB_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_1_N": {
-      "source": "SSHEPGTSUB_1_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_3_N": {
-      "source": "SSHEPGTSUB_1_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_V": {
-      "source": "SSHEPGTSUB_1_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_1_N": {
-      "source": "SSHEPGTSUB_2_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_3_N": {
-      "source": "SSHEPGTSUB_2_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_V": {
-      "source": "SSHEPGTSUB_2_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_1_N": {
-      "source": "SSHEPGTSUB_3_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_3_N": {
-      "source": "SSHEPGTSUB_3_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_V": {
-      "source": "SSHEPGTSUB_3_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_V": {
-      "source": "SSHEPGTSUB_V",
-      "description": ""
-    },
-    "SSHROT_N": {
-      "source": "SSHROT_N",
-      "description": ""
-    },
-    "SSPSN_1_V": {
-      "source": "SSPSN_1_V",
-      "description": ""
-    },
-    "SSPSN_2_V": {
-      "source": "SSPSN_2_V",
-      "description": ""
-    },
-    "SSPSN_V": {
-      "source": "SSPSN_V",
-      "description": ""
-    },
-    "SSPSPERMGRS_1_V": {
-      "source": "SSPSPERMGRS_1_V",
-      "description": ""
-    },
-    "SSPSPERMGRS_V": {
-      "source": "SSPSPERMGRS_V",
-      "description": ""
-    },
-    "SSPSS_1_V": {
-      "source": "SSPSS_1_V",
-      "description": ""
-    },
-    "SSPSS_V": {
-      "source": "SSPSS_V",
-      "description": ""
-    },
-    "SSSEDSUB_1_V": {
-      "source": "SSSEDSUB_1_V",
-      "description": ""
-    },
-    "SSSEDSUB_2_V": {
-      "source": "SSSEDSUB_2_V",
-      "description": ""
-    },
-    "SSSEDSUB_3_V": {
-      "source": "SSSEDSUB_3_V",
-      "description": ""
-    },
-    "SSSEDSUB_V": {
-      "source": "SSSEDSUB_V",
-      "description": ""
-    },
-    "SSTRFR_N": {
-      "source": "SSTRFR_N",
-      "description": ""
-    },
-    "SSUGBTSUB_1_V": {
-      "source": "SSUGBTSUB_1_V",
-      "description": ""
-    },
-    "SSUGBTSUB_3_V": {
-      "source": "SSUGBTSUB_3_V",
-      "description": ""
-    },
-    "SSUGBTSUB_V": {
-      "source": "SSUGBTSUB_V",
-      "description": ""
-    },
-    "STRC_N": {
-      "source": "STRC_N",
-      "description": ""
-    },
-    "SVEGSUB_1_V": {
-      "source": "SVEGSUB_1_V",
-      "description": ""
-    },
-    "SVEGSUB_3_V": {
-      "source": "SVEGSUB_3_V",
-      "description": ""
-    },
-    "SVEGSUB_V": {
-      "source": "SVEGSUB_V",
-      "description": ""
-    },
-    "SWATRSUB_1_V": {
-      "source": "SWATRSUB_1_V",
-      "description": ""
-    },
-    "SWATRSUB_2_V": {
-      "source": "SWATRSUB_2_V",
-      "description": ""
-    },
-    "SWATRSUB_3_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SWATRSUB_V": {
-      "source": "SWATRSUB_V",
-      "description": ""
-    },
-    "SWGSSUB_1_V": {
-      "source": "SWGSSUB_1_V",
-      "description": ""
-    },
-    "SWGSSUB_2_V": {
-      "source": "SWGSSUB_2_V",
-      "description": ""
-    },
-    "SWGSSUB_3_V": {
-      "source": "SWGSSUB_3_V",
-      "description": ""
-    },
-    "SWGSSUB_V": {
-      "source": "SWGSSUB_V",
-      "description": ""
-    },
-    "SYF_1_V": {
-      "source": "SYF_1_V",
-      "description": ""
-    },
-    "SYF_2_V": {
-      "source": "SYF_2_V",
-      "description": ""
-    },
-    "SYF_V": {
-      "source": "SYF_V",
-      "description": ""
-    }
-  }, */
-  "crops": {
-    "SWHE": {
-      "description": "Soft wheat",
-      "columns": {
-        "LEVL": "ifelse(CWHTC_A>=CWHTC_TA,CWHTC_A,CWHTC_TA)",
-        "GROF": "CWHTC_PRQ",
-        "INTF": "CWHTC_FUV",
-        "EAAP": "CWHTC_TO",
-        "UVAG": "ifelse( CWHTC_PRQ>0, CWHTC_TO/CWHTC_PRQ, 0)",
-        "UVSA": "NA",
-        "IRTA": "CWHTC_IRTA"
-      }
-    },
-    "DWHE": {
-      "description": "Durum wheat",
-      "columns": {
-        "LEVL": "ifelse(CWHTD_A>=CWHTD_TA,CWHTD_A,CWHTD_TA)",
-        "GROF": "CWHTD_PRQ",
-        "INTF": "CWHTD_FUV",
-        "EAAP": "CWHTD_TO",
-        "UVAG": "ifelse( CWHTD_PRQ>0, CWHTD_TO/CWHTD_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "CWHTD_IRTA"
-      }
-    },
-    "RYEM": {
-      "description": "Rye and meslin",
-      "columns": {
-        "LEVL": "ifelse(CRYE_A>=CRYE_TA,CRYE_A,CRYE_TA)",
-        "GROF": "CRYE_PRQ",
-        "INTF": "CRYE_FUV",
-        "EAAP": "CRYE_TO",
-        "UVAG": "ifelse( CRYE_PRQ>0, CRYE_TO/CRYE_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "BARL": {
-      "description": "Barley",
-      "columns": {
-        "LEVL": "ifelse(CBRL_A>=CBRL_TA,CBRL_A,CBRL_TA)",
-        "GROF": "CBRL_PRQ",
-        "INTF": "CBRL_FUV",
-        "EAAP": "CBRL_TO",
-        "UVAG": "ifelse( CBRL_PRQ>0, CBRL_TO/CBRL_PRQ, 0)",
-        "UVSA": "NA",
-        "IRTA": "CBRL_IRTA"
-      }
-    },
-    "OATS": {
-      "description": "Oats",
-      "columns": {
-        "LEVL": "ifelse(COAT_A>=COAT_TA,COAT_A,COAT_TA)",
-        "GROF": "COAT_PRQ",
-        "INTF": "COAT_FUV",
-        "EAAP": "COAT_TO",
-        "UVAG": "ifelse( COAT_PRQ>0, COAT_TO/COAT_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "MAIZ": {
-      "description": "Grain maize",
-      "columns": {
-        "LEVL": "ifelse(CMZ_A>=CMZ_TA,CMZ_A,CMZ_TA)",
-        "GROF": "CMZ_PRQ",
-        "INTF": "CMZ_FUV",
-        "EAAP": "CMZ_TO",
-        "UVAG": "ifelse(CMZ_PRQ>0, CMZ_TO/CMZ_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "CMZ_IRTA"
-      }
-    },
-    "PARI": {
-      "description": "Rice",
-      "columns": {
-        "LEVL": "ifelse(CRICE_A>=CRICE_TA,CRICE_A,CRICE_TA)",
-        "GROF": "CRICE_PRQ",
-        "INTF": "CRICE_FUV",
-        "EAAP": "CRICE_TO",
-        "UVAG": "ifelse(CRICE_PRQ>0, CRICE_TO/CRICE_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "CRICE_IRTA"
-      }
-    },
-    "OCER": {
-      "description": "Oth.cereals(manually modified)",
-      "columns": {
-        "LEVL": "CCEROTHNS_A_X + CCEROTHS_A_X",
-        "GROF": "CCEROTHNS_PRQ_X + CCEROTHS_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "CCEROTHNS_IRA_X"
-      }
-    },
-    "RAPE": {
-      "description": "Rape seed",
-      "columns": {
-        "LEVL": "ifelse(CRAPE_A>=CRAPE_TA,CRAPE_A,CRAPE_TA)",
-        "GROF": "CRAPE_PRQ",
-        "INTF": "CRAPE_FUV",
-        "EAAP": "CRAPE_TO",
-        "UVAG": "ifelse( CRAPE_PRQ>0, CRAPE_TO/CRAPE_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "SUNF": {
-      "description": "Sunflower",
-      "columns": {
-        "LEVL": "ifelse(CSNFL_A>=CSNFL_TA,CSNFL_A,CSNFL_TA)",
-        "GROF": "CSNFL_PRQ",
-        "INTF": "CSNFL_FUV",
-        "EAAP": "CSNFL_TO",
-        "UVAG": "ifelse( CSNFL_PRQ>0, CSNFL_TO/CSNFL_PRQ, 0  )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "SOYA": {
-      "description": "Soya",
-      "columns": {
-        "LEVL": "ifelse(CSOYA_A>=CSOYA_TA,CSOYA_A,CSOYA_TA)",
-        "GROF": "CSOYA_PRQ",
-        "INTF": "CSOYA_FUV",
-        "EAAP": "CSOYA_TO",
-        "UVAG": "ifelse( CSOYA_PRQ>0, CSOYA_TO/CSOYA_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "OOIL": {
-      "description": "Other Oil seeds(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CCRPOILOTH_A >=CCRPOILOTH_TA & CLINSED_A >=CLINSED_TA, CCRPOILOTH_A+CLINSED_A, CLINSED_TA+CLINSED_TA )",
-        "GROF": "CCRPOILOTH_PRQ+CLINSED_PRQ",
-        "INTF": "CCRPOILOTH_FUV+CLINSED_FUV",
-        "EAAP": "CCRPOILOTH_TO + CLINSED_TO",
-        "UVAG": "ifelse(  (CCRPOILOTH_PRQ+CLINSED_PRQ)>0, (CCRPOILOTH_TO + CLINSED_TO)/(CCRPOILOTH_PRQ+CLINSED_PRQ), 0  )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "PULS_pea": {
-      "description": "Peas, field beans and sweet lupines",
-      "columns": {
-        "LEVL": "ifelse(CPEA_A>=CPEA_TA,CPEA_A,CPEA_TA)",
-        "GROF": "CPEA_PRQ",
-        "INTF": "CPEA_FUV",
-        "EAAP": "CPEA_TO",
-        "UVAG": "ifelse( (CPEA_TO)>0, (CPEA_TO)/(CPEA_PRQ), 0 )",
-        "UVSA": "ifelse( (CPEA_SQ)>0, (CPEA_SV)/(CPEA_SQ), 0 )",
-        "IRTA": "CPEA_IRA"
-      }
-    },
-    "PULS_lntls": {
-      "description": "Lentils, chickpeas and vetches",
-      "columns": {
-        "LEVL": "ifelse(CLNTL_A>=CLNTL_TA,CLNTL_A,CLNTL_TA)",
-        "GROF": "CLNTL_PRQ",
-        "INTF": "CLNTL_FUV",
-        "EAAP": "CLNTL_TO",
-        "UVAG": "ifelse( (CLNTL_TO)>0, (CLNTL_TO)/(CLNTL_PRQ), 0 )",
-        "UVSA": "ifelse( (CLNTL_SQ)>0, (CLNTL_SV)/(CLNTL_SQ), 0 )",
-        "IRTA": "CLNTL_IRA"
-      }
-    },
-    "PULS_oth": {
-      "description": "Other protein crops ",
-      "columns": {
-        "LEVL": "ifelse(CCRPPROTOTH_A>=CCRPPROTOTH_TA,CCRPPROTOTH_A,CCRPPROTOTH_TA)",
-        "GROF": "CCRPPROTOTH_PRQ",
-        "INTF": "CCRPPROTOTH_FUV",
-        "EAAP": "CCRPPROTOTH_TO",
-        "UVAG": "ifelse( (CCRPPROTOTH_TO)>0, (CCRPPROTOTH_TO)/(CCRPPROTOTH_PRQ), 0 )",
-        "UVSA": "ifelse( (CCRPPROTOTH_SQ)>0, (CCRPPROTOTH_SV)/(CCRPPROTOTH_SQ), 0 )",
-        "IRTA": "CCRPPROTOTH_IRA"
-      }
-    },
-    "POTA": {
-      "description": "Potatoes for starch and other potatoes (incl early and seed)",
-      "columns": {
-        "LEVL": "ifelse(CPOT_A>=CPOT_TA,CPOT_A,CPOT_TA)",
-        "GROF": "CPOT_PRQ",
-        "INTF": "CPOT_FUV",
-        "EAAP": "CPOT_TO",
-        "UVAG": "ifelse( CPOT_PRQ>0, CPOT_TO/CPOT_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "CPOT_IRTA"
-      }
-    },
-    "SUGB": {
-      "description": "Sugar beet",
-      "columns": {
-        "LEVL": "ifelse(CSUGBT_A>=CSUGBT_TA,CSUGBT_A,CSUGBT_TA)",
-        "GROF": "CSUGBT_PRQ",
-        "INTF": "CSUGBT_FUV",
-        "EAAP": "CSUGBT_TO",
-        "UVAG": "ifelse( CSUGBT_PRQ>0, CSUGBT_TO / CSUGBT_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "CSUGBT_IRTA"
-      }
-    },
-    "TEXT": {
-      "description": "cotton",
-      "columns": {
-        "LEVL": "ifelse(CCOTN_A>=CCOTN_TA,CCOTN_A,CCOTN_TA)",
-        "GROF": "CCOTN_PRQ",
-        "INTF": "CCOTN_FUV",
-        "EAAP": "CCOTN_TO",
-        "UVAG": "ifelse( CCOTN_PRQ>0, CCOTN_TO/CCOTN_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "TOBA": {
-      "description": "Tobacco",
-      "columns": {
-        "LEVL": "ifelse(CTOBAC_A>=CTOBAC_TA,CTOBAC_A,CTOBAC_TA)",
-        "GROF": "CTOBAC_PRQ",
-        "INTF": "CTOBAC_FUV",
-        "EAAP": "CTOBAC_TO",
-        "UVAG": "ifelse( CTOBAC_PRQ>0, CTOBAC_TO / CTOBAC_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "OIND": {
-      "description": "Hops + Other industrials - Cotton (manually modified)",
-      "columns": {
-        "LEVL": "ifelse ( CHOP_A >=CHOP_TA & CCOTN_A>=CCOTN_TA,CHOP_A+CCRPINDOTHEXSED_A_X-CCOTN_A, CHOP_TA+CCRPINDOTHEXSED_A_X-CCOTN_TA  )",
-        "GROF": "CHOP_PRQ+CCRPINDOTHEXSED_PRQ_X-CCOTN_PRQ",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "OCRO": {
-      "description": "Other Crops(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CARAOTH_A>=CARAOTH_TA &CPERMUG_A>=CPERMUG_TA& CCRPPERMOTH_A>CCRPPERMOTH_TA, CSEEDGRAS_A_X+CSEEDSOTH_A_X+CARAOTH_A+CPERMUG_A+CCRPPERMOTH_A, CSEEDGRAS_A_X+CSEEDSOTH_A_X+CARAOTH_TA+CPERMUG_TA+CCRPPERMOTH_TA) ",
-        "GROF": "NA",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "TOMA": {
-      "description": "Tomatoes",
-      "columns": {
-        "LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CTOMAT_A,CTOMAT_TA)",
-        "GROF": "CTOMAT_PRQ",
-        "INTF": "CTOMAT_FUV",
-        "EAAP": "CTOMAT_TO",
-        "UVAG": "ifelse( CTOMAT_PRQ>0, CTOMAT_TO/CTOMAT_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "OVEG": {
-      "description": "Other Vegetables(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_A, CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_TA) ",
-        "GROF": "CVEGOF_PRQ+CVEGMG_PRQ+CVEGUG_PRQ-CTOMAT_PRQ-CNONPERFRU_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "APPL": {
-      "description": "Apples / pears",
-      "columns": {
-        "LEVL": "NA",
-        "GROF": "CAPPLEPEAR_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVGA": "ifelse( (CAPL_PRQ+CPEAR_PRQ)>0, (CAPL_TO+CPEAR_TO)/(CAPL_PRQ+CPEAR_PRQ), 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA",
-        "UVAG": "NA"
-      }
-    },
-    "OFRU": {
-      "description": "Other fruits(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CFRUTTRPL_A >= CFRUTTRPL_TA &CNUT_A >= CNUT_TA,CSTNFRUT_A_X+CFRUTTRPL_A+CNUT_A+CSMLFRUTBER_A_X+CNONPERFRU_A_X,CSTNFRUT_A_X+CFRUTTRPL_TA+CNUT_TA+CSMLFRUTBER_A_X+CNONPERFRU_A_X )",
-        "GROF": "CSTNFRUT_PRQ_X+CFRUTTRPL_PRQ+CNUT_PRQ+CSMLFRUTBER_PRQ_X+CNONPERFRU_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "CITR": {
-      "description": "citrus fruits(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CORANG_A>=CORANG_TA & CCITRSML_A >=CCITRSML_TA & CLMON_A >= CLMON_TA & CCITROTH_A >= CCITROTH_TA,CORANG_A+CCITRSML_A+CLMON_A+CCITROTH_A,CORANG_TA+CCITRSML_TA+CLMON_TA+CCITROTH_TA)",
-        "GROF": "CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ",
-        "INTF": "CORANG_FUV+CCITRSML_FUV+CLMON_FUV+CCITROTH_FUV",
-        "EAAP": "CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO",
-        "UVAG": "ifelse(  (CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)>0 ,  (CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO)/(CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)  ,  0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "TAGR": {
-      "description": "Table grapes",
-      "columns": {
-        "LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CGRPTAB_A,CGRPTAB_TA)",
-        "GROF": "CGRPTAB_PRQ",
-        "INTF": "CGRPTAB_FUV",
-        "EAAP": "CGRPTAB_TO",
-        "UVAG": "ifelse( CGRPTAB_PRQ>0 , CGRPTAB_TO/CGRPTAB_PRQ, 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "OLIV": {
-      "description": "Olives for oil(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(COLVFR_A>COLVFR_TA &COLVOIL_A >=COLVOIL_TA,COLVFR_A+COLVOIL_A,COLVFR_TA+COLVOIL_TA)",
-        "GROF": "COLVFR_PRQ+(COLVOIL_PRQ/0.2)",
-        "INTF": "COLVFR_FUV+COLVOIL_FUV",
-        "EAAP": "COLVFR_TO+COLVOIL_TO",
-        "UVAG": "ifelse( (COLVFR_PRQ+(COLVOIL_PRQ/.2))>0 , (COLVFR_TO+COLVOIL_TO)/(COLVFR_PRQ+(COLVOIL_PRQ/.02) ) , 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "TABO": {
-      "description": "Table olives",
-      "columns": {
-        "LEVL": "ifelse(COLV_A>=COLV_TA,COLV_A,COLV_TA)",
-        "GROF": "COLV_PRQ",
-        "INTF": "COLV_FUV",
-        "EAAP": "COLV_TO",
-        "UVAG": "ifelse( COLV_PRQ>0, COLV_TO/COLV_PRQ , 0 )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "TWIN": {
-      "description": "Table wine(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CVIN_A_X-CGRPTAB_A,CVIN_A_X-CGRPTAB_TA)",
-        "GROF": "CVIN_PRQ_X-CGRPTAB_PRQ",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "NURS": {
-      "description": "Nurseries",
-      "columns": {
-        "LEVL": "ifelse(CNURS_A>=CNURS_TA,CNURS_A,CNURS_TA)",
-        "GROF": "CNURS_PRQ_X",
-        "INTF": "CNURS_FUV",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "FLOW": {
-      "description": "Flowers(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( (CFLWOUT_TA+CFLWUG_TA)>0,CFLWOUT_TA+CFLWUG_TA,CFLWB_TA+CFLWCUT_TA+CFLW_TA)",
-        "GROF": "ifelse( (CFLWOUT_PRQ_X+CFLWUG_PRQ_X)>0,CFLWOUT_PRQ_X+CFLWUG_PRQ_X,CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X)",
-        "INTF": "ifelse( (CFLWOUT_FUV+CFLWUG_FUV)>0,CFLWOUT_FUV+CFLWUG_FUV,CFLWB_FUV+CFLWCUT_FUV+CFLW_FUV)",
-        "EAAP": "ifelse( (CFLWOUT_TO + CFLWUG_TO)>0 ,CFLWOUT_TO + CFLWUG_TO, CFLWB_TO+ CFLWCUT_TO+CFLW_TO)",
-        "UVAG": "ifelse( (CFLWOUT_TO + CFLWUG_TO)>0 ,  ifelse( (CFLWOUT_PRQ_X+CFLWUG_PRQ_X)>0 , (CFLWOUT_TO + CFLWUG_TO)/(CFLWOUT_PRQ_X+CFLWUG_PRQ_X) , 0)    ,  ifelse( (CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X)>0 , (CFLWB_TO+ CFLWCUT_TO+CFLW_TO)/(CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X) , 0)  )",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "MAIF": {
-      "description": "Fodder maize (Green Maize)",
-      "columns": {
-        "LEVL": "ifelse(CFODMZ_A>=CFODMZ_TA,CFODMZ_A,CFODMZ_TA)",
-        "GROF": "CFODMZ_PRQ",
-        "INTF": "CFODMZ_FUV",
-        "EAAP": "CFODMZ_TO",
-        "UVAG": "ifelse( CFODMZ_PRQ>0, CFODMZ_TO/CFODMZ_PRQ , 0 )",
-        "UVSA": "NA",
-        "SHARE": "ifelse( CFODMZ_SV>0, CFODMZ_FUV/CFODMZ_SV,0)",
-        "IRTA": "NA"
-      }
-    },
-    "ROOF": {
-      "description": "Fodder root crops",
-      "columns": {
-        "LEVL": "ifelse(CFODRTBR_A>=CFODRTBR_TA,CFODRTBR_A,CFODRTBR_TA)",
-        "GROF": "CFODRTBR_PRQ",
-        "INTF": "CFODRTBR_FUV",
-        "EAAP": "CFODRTBR_TO",
-        "UVAG": "ifelse( CFODRTBR_PRQ>0, CFODRTBR_TO/CFODRTBR_PRQ, 0)",
-        "UVSA": "NA",
-        "SHARE": "ifelse( CFODRTBR_SV>0, CFODRTBR_FUV/CFODRTBR_SV,0)",
-        "IRTA": "NA"
-      }
-    },
-    "PGRA": {
-      "description": "Pasture",
-      "columns": {
-        "LEVL": "ifelse(CGRSXRG_A>=CGRSXRG_TA,CGRSXRG_A,CGRSXRG_TA)",
-        "GROF": "CGRSXRG_PRQ",
-        "INTF": "CGRSXRG_FUV",
-        "EAAP": "CGRSXRG_TO",
-        "UVAG": "ifelse( CGRSXRG_PRQ>0, CGRSXRG_TO/CGRSXRG_PRQ, 0)",
-        "UVSA": "NA",
-        "SHARE": "ifelse(CGRSXRG_SV>0,CGRSXRG_FUV/CGRSXRG_SV,0)",
-        "IRTA": "NA"
-      }
-    },
-    "RGRA": {
-      "description": "Roughing(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CRG_A>= CRG_TA,CRG_A+CGRSNOUSESUB_A, CRG_TA+CGRSNOUSESUB_A )",
-        "GROF": "CRG_PRQ",
-        "INTF": "CRG_FUV",
-        "EAAP": "CRG_TO",
-        "NOPR": "NA",
-        "SHARE": "ifelse( CGRSXRG_SV>0, CGRSXRG_FUV/CGRSXRG_SV, 0)"
-      }
-    },
-    "OFAR": {
-      "description": "Fodder other on arable land(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CGRSTMP_A >= CGRSTMP_TA,CGRSTMP_A+CSILAGECEROTH_A_X+CFODOTH_A_X, CGRSTMP_TA+CSILAGECEROTH_A_X+CFODOTH_A_X ) ",
-        "GROF": "CGRSTMP_PRQ+CSILAGECEROTH_PRQ_X+CFODOTH_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "SHARE": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "SETA": {
-      "description": "Set-aside/fallow(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CFLNDNOSUB_A>= CFLNDNOSUB_TA & CFLNDSUB_A>= CFLNDSUB_TA, CFLNDNOSUB_A + CFLNDSUB_A, CFLNDNOSUB_TA + CFLNDSUB_TA)",
-        "GROF": "CFLNDNOSUB_PRQ",
-        "INTF": "NA",
-        "EAAP": "CFLNDNOSUB_TO",
-        "UVAG": "ifelse( CFLNDNOSUB_PRQ>0 , CFLNDNOSUB_TO/CFLNDNOSUB_PRQ , 0)",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "FORE": {
-      "description": "Forest land",
-      "columns": {
-        "LEVL": "CWDED_A",
-        "GROF": "NA",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "CCER": {
-      "description": "Catch crops cereals (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    },
-    "CPUL": {
-      "description": "Catch crops pulses (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    },
-    "COCR": {
-      "description": "Catch crops other crops (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    },
-    "PULS": {
-      "description": "PULS(before 2013)",
-      "columns": {
-        "LEVL": "CCRPPROT_A_X",
-        "GROF": "CCRPPROT_PRQ_X",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    }
-  }
-}
+	"id": {
+		"ID": {
+			"source": "factor(ID)",
+			"description": "Unique FADN Identifier. Anonymous code allowing constant sample."
+		},
+		"WEIGHT": {
+			"source": "SYS02",
+			"description": "Number of farm represented in the population"
+		},
+		"COUNTRY": {
+			"source": "COUNTRY",
+			"description": "Country (3 digits FADN acronym)"
+		},
+		"YEAR": {
+			"source": "YEAR",
+			"description": "Accounting year"
+		},
+		"TF8": {
+			"source": "factor( paste0('tf8-',TF8) ) ",
+			"description": "Type of Farming (8)"
+		},
+		"TF14": {
+			"source": "factor( paste0('tf14-',TF14) ) ",
+			"description": "Type of Farming (14)"
+		},
+		"SIZ6": {
+			"source": "factor( paste0('siz6-',SIZ6) )",
+			"description": "Economic size class (6 classes)"
+		},
+		"REGION": {
+			"source": "factor( REGION )",
+			"description": "FADN region"
+		},
+		"NUTS1": {
+			"source": "factor( NUTS1 )",
+			"description": ""
+		},
+		"NUTS2": {
+			"source": "NUTS2",
+			"description": ""
+		},
+		"NUTS3": {
+			"source": "NUTS3",
+			"description": "The code of the NUTS level 3 territorial unit where the holding is located."
+		},
+		"ALTITUDE": {
+			"source": "factor( paste0('alt-',ALTITUDE) )",
+			"description": "Altitude Code (1=<300m, 2=300-600m, 3=>600m)"
+		},
+		"ORGANIC": {
+			"source": "factor( paste0('org-',ORGANIC )  )",
+			"description": "Organic farming Code (1=No Organic, 2=Only organic, 3=Both, 4=In conversion)"
+		}
+	},
+	"info": {
+		"SIZEUR": {
+			"source": "SIZEUR",
+			"description": "Total economic size in EUR, Calculated by DG AGRI (cf Typology Regulation)"
+		},
+		"UAAOWNED": {
+			"source": "UAAOWNED",
+			"description": "UAA for owner farming Area, in ha"
+		},
+		"UAARENTED": {
+			"source": "UAARENTED",
+			"description": "Rented UAA Area, in ha"
+		},
+		"UAASHARED": {
+			"source": "UAASHARED",
+			"description": "Sharecropped UAA Area, in ha"
+		},
+		"UAA": {
+			"source": "UAAOWNED+UAARENTED+UAASHARED",
+			"description": "Total Utilised Agricultural Area. Area in ha"
+		},
+		"NAT2000": {
+			"source": "factor( paste0( 'nat-', ENVREST_X )  )",
+			"description": "Environmental constraints Area (EC no 1257/1999) - does not coincide exactly with Natura2000 on 2013- / TODO[NAT2000 for 2014+]"
+		},
+		"WAWU": {
+			"source": "NA",
+			"description": "Total Annual working units in farm (manager+spouse+"
+		},
+		"WHOURS": {
+			"source": "NA",
+			"description": "Total hours working in farm (manager+spouse+"
+		},
+		"DPSFPS.share": {
+			"source": "NA",
+			"description": ""
+		},
+		"ENTL.share": {
+			"source": "NA",
+			"description": ""
+		},
+		"ENTL.LEVL": {
+			"source": "NA",
+			"description": ""
+		},
+		"LFA": {
+			"source": "factor( paste0( 'lfa-',LFA )  )",
+			"description": "Less-favoured area Code (1=not LFA, 2=not mountain LFA, 3=mountain LFA, 4=no significant areas)"
+		},
+		"OGA": {
+			"source": "OGASHARE",
+			"description": ""
+		},
+		"TSGM": {
+			"source": "SIZEUR",
+			"description": ""
+		},
+		"SAMP": {
+			"source": "SYS03",
+			"description": ""
+		},
+		"TOTINVBEFSUBS": {
+			"source": "NA",
+			"description": ""
+		},
+		"INCOME.VATBALANCE": {
+			"source": "NA",
+			"description": ""
+		},
+		"INCOME.TAXES": {
+			"source": "NA",
+			"description": ""
+		}
+	},
+	"costs": {
+		"SEED": {
+			"source": "SE290+ISEDPUR_V",
+			"description": ""
+		},
+		"NITF": {
+			"source": "SE295",
+			"description": ""
+		},
+		"PLAP": {
+			"source": "SE300",
+			"description": ""
+		},
+		"CSPE": {
+			"source": "SE305",
+			"description": ""
+		},
+		"F59": {
+			"source": "IWGSS_V",
+			"description": "Wages and social security costs for paid labour Value"
+		},
+		"F60": {
+			"source": "ICNTR_V",
+			"description": "Contract work and machinery hire Value"
+		},
+		"F61": {
+			"source": "IUPKP_V",
+			"description": "Current upkeep of machinery and equipment Value"
+		},
+		"F62": {
+			"source": "IFULS_V",
+			"description": "Motor fuels and lubricants Value"
+		},
+		"F63": {
+			"source": "ICAR_V",
+			"description": "Car expenses Value"
+		},
+		"F64": {
+			"source": "IGRFEDCNCTRPUR_V",
+			"description": "Purchased concentrated feedstuffs for grazing stock (equines, ruminants) Value"
+		},
+		"F65": {
+			"source": "IGRFEDCRSPUR_V",
+			"description": "Purchased coarse fodder for grazing stock (equines, ruminants) Value"
+		},
+		"F66": {
+			"source": "IPIGFEDPUR_V",
+			"description": "Purchased feedstuffs for pigs Value"
+		},
+		"F67": {
+			"source": "IPLTRFEDPUR_V",
+			"description": "Purchased feedstuffs for poultry and other small animals Value"
+		},
+		"F68": {
+			"source": "ILVFEDFPR_V",
+			"description": "Farm-produced feedstuffs for grazing stock (equines, ruminants) Valu"
+		},
+		"F69": {
+			"source": "IPIGFEDFPR_V",
+			"description": "Farm-produced feedstuffs for pigs Value"
+		},
+		"F70": {
+			"source": "IPLTRFEDFPR_V",
+			"description": "Farm-produced feedstuffs for poultry and other small animals Value"
+		},
+		"F71": {
+			"source": "ILOTH_VET_V",
+			"description": "Other veterinary expenses"
+		},
+		"F72": {
+			"source": "ISEDPUR_V",
+			"description": "Seeds and seedlings purchased Value"
+		},
+		"F73": {
+			"source": "ISEDFPR_V",
+			"description": "Seeds and seedlings produced and used on the farm Value"
+		},
+		"F74": {
+			"source": "IFERT_V",
+			"description": "Fertilisers and soil improvers Value"
+		},
+		"F75": {
+			"source": "IPROT_V",
+			"description": "Crop protection products Value"
+		},
+		"F76": {
+			"source": "ICRPOTH_V",
+			"description": "Other specific crop costs Value"
+		},
+		"F77": {
+			"source": "IFRST_V",
+			"description": "Specific costs for forestry and wood processing Value"
+		},
+		"F78": {
+			"source": "IUPKPLND_V",
+			"description": "Current upkeep of land improvements and buildings Value"
+		},
+		"F79": {
+			"source": "IELE_V",
+			"description": "Farming overheads. Electricity. Value"
+		},
+		"F80": {
+			"source": "IHFULS_V",
+			"description": "Heating fuels Value"
+		},
+		"F81": {
+			"source": "IWATR_V",
+			"description": "Water Value"
+		},
+		"F82": {
+			"source": "IOTHINS_AGR_V",
+			"description": "insurance"
+		},
+		"F83": {
+			"source": "ITAX_V",
+			"description": "Taxes and other dues Value"
+		},
+		"F85": {
+			"source": "IRNT_V",
+			"description": "Rent paid, total Value"
+		},
+		"F86": {
+			"source": "ILNDRNT_V",
+			"description": "Rent paid for land Value"
+		},
+		"F88": {
+			"source": "ILNDTAX_V",
+			"description": "Taxes on land and buildings Val"
+		}
+	},
+	"livestock": {
+		"animals": {
+			"DCOW": {
+				"description": "Dairy cows and Bufallo (2013 and bef.)",
+				"columns": {
+					"LEVL": "LCOWBUFDAIR_AN_X",
+					"OV": "LCOWBUFDAIR_OV_X",
+					"CV": "LCOWBUFDAIR_OV_X + LCOWBUFDAIR_CV_X",
+					"PV": "LCOWBUFDAIR_PV_X",
+					"PN": "LCOWBUFDAIR_PN_X",
+					"SV": "LCOWBUFDAIR_SV_X",
+					"SN": "LCOWBUFDAIR_SN_X",
+					"FCV": "NA",
+					"FCN": "NA",
+					"FUV": "NA",
+					"FUN": "NA"
+				}
+			},
+			"SCOW": {
+				"description": "Other cows. Average number",
+				"columns": {
+					"LEVL": "LCOWOTH_AN",
+					"OV": "LCOWOTH_OV",
+					"CV": "LCOWOTH_CV",
+					"PV": "LCOWOTH_PV",
+					"PN": "LCOWOTH_PN",
+					"SV": "LCOWOTH_SV",
+					"SN": "LCOWOTH_SN",
+					"FCV": "LCOWOTH_FCV",
+					"FCN": "LCOWOTH_FUN",
+					"FUV": "LCOWOTH_FUV",
+					"FUN": "LCOWOTH_FUN"
+				}
+			},
+			"BULF": {
+				"description": "Bovine animals, >= 1 < 2 y.o., male + Male bovine animals, >= 2 y.o.",
+				"columns": {
+					"LEVL": "LBOV1_2M_AN + LBOV2_AN",
+					"OV": "LBOV1_2M_OV + LBOV2_OV",
+					"CV": "LBOV1_2M_CV + LBOV2_CV",
+					"PV": "LBOV1_2M_PV + LBOV2_PV",
+					"PN": "LBOV1_2M_PN + LBOV2_PN",
+					"SV": "LBOV1_2M_SV + LBOV2_SV",
+					"SN": "LBOV1_2M_SN + LBOV2_SN",
+					"FCV": "LBOV1_2M_FCV + LBOV2_FCV",
+					"FCN": "LBOV1_2M_FCN + LBOV2_FCN",
+					"FUV": "LBOV1_2M_FUV + LBOV2_FUV",
+					"FUN": "LBOV1_2M_FUN + LBOV2_FUN"
+				}
+			}
+		},
+		"production": {
+			"COMI": {
+				"description": "Cows' milk",
+				"columns": {
+					"GROF": "PMLKCOWBUF_PRQ_X",
+					"EAAP": "NA"
+				}
+			},
+			"SGMI": {
+				"description": "Sheep's and Goat's milk",
+				"columns": {
+					"GROF": "PMLKGOAT_PRQ+PMLKSHEP_PRQ",
+					"EAAP": "NA"
+				}
+			},
+			"EGGS": {
+				"description": "Hens' eggs",
+				"columns": {
+					"GROF": "PEGGHENS_PRQ_X",
+					"EAAP": "NA"
+				}
+			},
+			"OANI": {
+				"description": "Other animal products",
+				"columns": {
+					"GROF": "PANIMPRDOTH_PRQ_X+PWOOL_PRQ+ODAIRPRS_PRQ_X+OSHEPDAIRPRS_PRQ+OGOATDAIRPRS_PRQ",
+					"EAAP": "NA"
+				}
+			},
+			"PCAT": {
+				"description": "Cattle Net output",
+				"columns": {
+					"EALP": "LBOV_NO",
+					"EAAP": "LBOV_CV+LBOV_FUV-LBOV_OV+LBOV_NO+LBOV_PV"
+				}
+			},
+			"PPIG": {
+				"description": "Pigs Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			},
+			"PSAG": {
+				"description": "Goats and sheeps Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			},
+			"POTH": {
+				"description": "Other Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			}
+		}
+	},
+	"subsidies": {
+		"SA1OTHSUB_2_V": {
+			"source": "SA1OTHSUB_2_V",
+			"description": ""
+		},
+		"SA1OTHSUB_V": {
+			"source": "SA1OTHSUB_V",
+			"description": ""
+		},
+		"SA2OTHSUB_2_V": {
+			"source": "SA2OTHSUB_2_V",
+			"description": ""
+		},
+		"SA2OTHSUB_V": {
+			"source": "SA2OTHSUB_V",
+			"description": ""
+		},
+		"SA68ANIMOTHSUB_1_V": {
+			"source": "SA68ANIMOTHSUB_1_V",
+			"description": ""
+		},
+		"SA68ANIMOTHSUB_V": {
+			"source": "SA68ANIMOTHSUB_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_1_V": {
+			"source": "SA68BEFSECSUB_1_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_2_V": {
+			"source": "SA68BEFSECSUB_2_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_V": {
+			"source": "SA68BEFSECSUB_V",
+			"description": ""
+		},
+		"SA68COSTSUB_1_V": {
+			"source": "SA68COSTSUB_1_V",
+			"description": ""
+		},
+		"SA68COSTSUB_3_V": {
+			"source": "SA68COSTSUB_3_V",
+			"description": ""
+		},
+		"SA68COSTSUB_V": {
+			"source": "SA68COSTSUB_V",
+			"description": ""
+		},
+		"SA68CRPOTHSUB_1_V": {
+			"source": "SA68CRPOTHSUB_1_V",
+			"description": ""
+		},
+		"SA68CRPOTHSUB_V": {
+			"source": "SA68CRPOTHSUB_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_1_V": {
+			"source": "SA68DAIRSECSUB_1_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_2_V": {
+			"source": "SA68DAIRSECSUB_2_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_V": {
+			"source": "SA68DAIRSECSUB_V",
+			"description": ""
+		},
+		"SA68OTHXCOSTSUB_1_V": {
+			"source": "SA68OTHXCOSTSUB_1_V",
+			"description": ""
+		},
+		"SA68OTHXCOSTSUB_V": {
+			"source": "SA68OTHXCOSTSUB_V",
+			"description": ""
+		},
+		"SA68RICESECSUB_1_V": {
+			"source": "SA68RICESECSUB_1_V",
+			"description": ""
+		},
+		"SA68RICESECSUB_V": {
+			"source": "SA68RICESECSUB_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_1_V": {
+			"source": "SA68SHEPGTSECSUB_1_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_2_V": {
+			"source": "SA68SHEPGTSECSUB_2_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_V": {
+			"source": "SA68SHEPGTSECSUB_V",
+			"description": ""
+		},
+		"SAEAWSUB_2_V": {
+			"source": "SAEAWSUB_2_V",
+			"description": ""
+		},
+		"SAEAWSUB_3_V": {
+			"source": "SAEAWSUB_3_V",
+			"description": ""
+		},
+		"SAEAWSUB_V": {
+			"source": "SAEAWSUB_V",
+			"description": ""
+		},
+		"SAFR_N": {
+			"source": "SAFR_N",
+			"description": ""
+		},
+		"SAGRFR_N": {
+			"source": "SAGRFR_N",
+			"description": ""
+		},
+		"SAGRPRCTCLIMENVSUBGR_T": {
+			"source": "SAGRPRCTCLIMENVSUBGR_T",
+			"description": ""
+		},
+		"SANC_1_V": {
+			"source": "SANC_1_V",
+			"description": ""
+		},
+		"SANC_2_V": {
+			"source": "SANC_2_V",
+			"description": ""
+		},
+		"SANC_V": {
+			"source": "SANC_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_1_V": {
+			"source": "SANIMNODEFSUB_1_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_2_V": {
+			"source": "SANIMNODEFSUB_2_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_3_V": {
+			"source": "SANIMNODEFSUB_3_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_V": {
+			"source": "SANIMNODEFSUB_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_2_V": {
+			"source": "SANIMOTHPURSUB_2_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_3_V": {
+			"source": "SANIMOTHPURSUB_3_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_V": {
+			"source": "SANIMOTHPURSUB_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_1_V": {
+			"source": "SANIMSUBDPOTH_1_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_2_V": {
+			"source": "SANIMSUBDPOTH_2_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_3_V": {
+			"source": "SANIMSUBDPOTH_3_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_V": {
+			"source": "SANIMSUBDPOTH_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_1_2_N": {
+			"source": "SANIMSUBSHROT_1_2_N",
+			"description": ""
+		},
+		"SANIMSUBSHROT_1_V": {
+			"source": "SANIMSUBSHROT_1_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_3_2_N": {
+			"source": "SANIMSUBSHROT_3_2_N",
+			"description": ""
+		},
+		"SANIMSUBSHROT_3_V": {
+			"source": "SANIMSUBSHROT_3_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_V": {
+			"source": "SANIMSUBSHROT_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_1_V": {
+			"source": "SANIMSUBSILK_1_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_3_V": {
+			"source": "SANIMSUBSILK_3_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_V": {
+			"source": "SANIMSUBSILK_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_1_V": {
+			"source": "SARACRPNODEFSUB_1_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_3_V": {
+			"source": "SARACRPNODEFSUB_3_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_V": {
+			"source": "SARACRPNODEFSUB_V",
+			"description": ""
+		},
+		"SBEFPURSUB_2_V": {
+			"source": "SBEFPURSUB_2_V",
+			"description": ""
+		},
+		"SBEFPURSUB_3_V": {
+			"source": "SBEFPURSUB_3_V",
+			"description": ""
+		},
+		"SBEFPURSUB_V": {
+			"source": "SBEFPURSUB_V",
+			"description": ""
+		},
+		"SBEFSUB_1_1_N": {
+			"source": "SBEFSUB_1_1_N",
+			"description": ""
+		},
+		"SBEFSUB_1_V": {
+			"source": "SBEFSUB_1_V",
+			"description": ""
+		},
+		"SBEFSUB_2_1_N": {
+			"source": "SBEFSUB_2_1_N",
+			"description": ""
+		},
+		"SBEFSUB_2_V": {
+			"source": "SBEFSUB_2_V",
+			"description": ""
+		},
+		"SBEFSUB_3_1_N": {
+			"source": "SBEFSUB_3_1_N",
+			"description": ""
+		},
+		"SBEFSUB_3_V": {
+			"source": "SBEFSUB_3_V",
+			"description": ""
+		},
+		"SBEFSUB_V": {
+			"source": "SBEFSUB_V",
+			"description": ""
+		},
+		"SBERNUTSUB_1_V": {
+			"source": "SBERNUTSUB_1_V",
+			"description": ""
+		},
+		"SBERNUTSUB_3_V": {
+			"source": "SBERNUTSUB_3_V",
+			"description": ""
+		},
+		"SBERNUTSUB_V": {
+			"source": "SBERNUTSUB_V",
+			"description": ""
+		},
+		"SBFR_N": {
+			"source": "SBFR_N",
+			"description": ""
+		},
+		"SBPS_1_1_N": {
+			"source": "SBPS_1_1_N",
+			"description": ""
+		},
+		"SBPS_1_2_N": {
+			"source": "SBPS_1_2_N",
+			"description": ""
+		},
+		"SBPS_1_3_N": {
+			"source": "SBPS_1_3_N",
+			"description": ""
+		},
+		"SBPS_1_V": {
+			"source": "SBPS_1_V",
+			"description": ""
+		},
+		"SBPS_2_1_N": {
+			"source": "SBPS_2_1_N",
+			"description": ""
+		},
+		"SBPS_2_2_N": {
+			"source": "SBPS_2_2_N",
+			"description": ""
+		},
+		"SBPS_2_3_N": {
+			"source": "SBPS_2_3_N",
+			"description": ""
+		},
+		"SBPS_2_V": {
+			"source": "SBPS_2_V",
+			"description": ""
+		},
+		"SBPS_3_1_N": {
+			"source": "SBPS_3_1_N",
+			"description": ""
+		},
+		"SBPS_3_2_N": {
+			"source": "SBPS_3_2_N",
+			"description": ""
+		},
+		"SBPS_3_3_N": {
+			"source": "SBPS_3_3_N",
+			"description": ""
+		},
+		"SBPS_3_V": {
+			"source": "SBPS_3_V",
+			"description": ""
+		},
+		"SBPS_V": {
+			"source": "SBPS_V",
+			"description": ""
+		},
+		"SCATLSUB_1_V": {
+			"source": "SCATLSUB_1_V",
+			"description": ""
+		},
+		"SCATLSUB_3_V": {
+			"source": "SCATLSUB_3_V",
+			"description": ""
+		},
+		"SCATLSUB_V": {
+			"source": "SCATLSUB_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_1_V": {
+			"source": "SCITRPLTSSUB_1_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_3_V": {
+			"source": "SCITRPLTSSUB_3_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_V": {
+			"source": "SCITRPLTSSUB_V",
+			"description": ""
+		},
+		"SCOPSUB_1_V": {
+			"source": "SCOPSUB_1_V",
+			"description": ""
+		},
+		"SCOPSUB_3_V": {
+			"source": "SCOPSUB_3_V",
+			"description": ""
+		},
+		"SCOPSUB_V": {
+			"source": "SCOPSUB_V",
+			"description": ""
+		},
+		"SCOPSUBCER_1_2_N": {
+			"source": "SCOPSUBCER_1_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_1_3_N": {
+			"source": "SCOPSUBCER_1_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_1_V": {
+			"source": "SCOPSUBCER_1_V",
+			"description": ""
+		},
+		"SCOPSUBCER_2_2_N": {
+			"source": "SCOPSUBCER_2_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_2_3_N": {
+			"source": "SCOPSUBCER_2_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_2_V": {
+			"source": "SCOPSUBCER_2_V",
+			"description": ""
+		},
+		"SCOPSUBCER_3_2_N": {
+			"source": "SCOPSUBCER_3_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_3_3_N": {
+			"source": "SCOPSUBCER_3_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_3_V": {
+			"source": "SCOPSUBCER_3_V",
+			"description": ""
+		},
+		"SCOPSUBCER_V": {
+			"source": "SCOPSUBCER_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_1_V": {
+			"source": "SCOPSUBOIL_1_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_2_V": {
+			"source": "SCOPSUBOIL_2_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_3_V": {
+			"source": "SCOPSUBOIL_3_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_V": {
+			"source": "SCOPSUBOIL_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_1_V": {
+			"source": "SCOPSUBPROT_1_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_2_V": {
+			"source": "SCOPSUBPROT_2_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_3_V": {
+			"source": "SCOPSUBPROT_3_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_V": {
+			"source": "SCOPSUBPROT_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_1_V": {
+			"source": "SCOSTOTHSUB_1_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_2_V": {
+			"source": "SCOSTOTHSUB_2_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_3_V": {
+			"source": "SCOSTOTHSUB_3_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_V": {
+			"source": "SCOSTOTHSUB_V",
+			"description": ""
+		},
+		"SCOTNSUB_1_V": {
+			"source": "SCOTNSUB_1_V",
+			"description": ""
+		},
+		"SCOTNSUB_3_V": {
+			"source": "SCOTNSUB_3_V",
+			"description": ""
+		},
+		"SCOTNSUB_V": {
+			"source": "SCOTNSUB_V",
+			"description": ""
+		},
+		"SCRPCATCH_N": {
+			"source": "SCRPCATCH_N",
+			"description": ""
+		},
+		"SCRPCOSTSUB_1_V": {
+			"source": "SCRPCOSTSUB_1_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_2_V": {
+			"source": "SCRPCOSTSUB_2_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_3_V": {
+			"source": "SCRPCOSTSUB_3_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_V": {
+			"source": "SCRPCOSTSUB_V",
+			"description": ""
+		},
+		"SCRPDVRSUBGR_N": {
+			"source": "SCRPDVRSUBGR_N",
+			"description": ""
+		},
+		"SCRPDVRSUBGR_T": {
+			"source": "SCRPDVRSUBGR_T",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_1_V": {
+			"source": "SCRPINDOTHSUB_1_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_2_V": {
+			"source": "SCRPINDOTHSUB_2_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_3_V": {
+			"source": "SCRPINDOTHSUB_3_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_V": {
+			"source": "SCRPINDOTHSUB_V",
+			"description": ""
+		},
+		"SCRPINDSUB_1_V": {
+			"source": "SCRPINDSUB_1_V",
+			"description": ""
+		},
+		"SCRPINDSUB_3_V": {
+			"source": "SCRPINDSUB_3_V",
+			"description": ""
+		},
+		"SCRPINDSUB_V": {
+			"source": "SCRPINDSUB_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_1_V": {
+			"source": "SCRPINDSUBCHIC_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_2_V": {
+			"source": "SCRPINDSUBCHIC_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_3_V": {
+			"source": "SCRPINDSUBCHIC_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_V": {
+			"source": "SCRPINDSUBCHIC_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_1_V": {
+			"source": "SCRPINDSUBFLAX_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_2_V": {
+			"source": "SCRPINDSUBFLAX_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_3_V": {
+			"source": "SCRPINDSUBFLAX_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_V": {
+			"source": "SCRPINDSUBFLAX_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_1_V": {
+			"source": "SCRPINDSUBHEMP_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_2_V": {
+			"source": "SCRPINDSUBHEMP_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_3_V": {
+			"source": "SCRPINDSUBHEMP_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_V": {
+			"source": "SCRPINDSUBHEMP_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_1_V": {
+			"source": "SCRPINDSUBHOP_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_2_V": {
+			"source": "SCRPINDSUBHOP_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_3_V": {
+			"source": "SCRPINDSUBHOP_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_V": {
+			"source": "SCRPINDSUBHOP_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_1_V": {
+			"source": "SCRPINDSUBLEG_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_3_V": {
+			"source": "SCRPINDSUBLEG_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_V": {
+			"source": "SCRPINDSUBLEG_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_1_V": {
+			"source": "SCRPINDSUBRICE_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_3_V": {
+			"source": "SCRPINDSUBRICE_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_V": {
+			"source": "SCRPINDSUBRICE_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_1_V": {
+			"source": "SCRPINDSUBSUGCN_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_2_V": {
+			"source": "SCRPINDSUBSUGCN_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_3_V": {
+			"source": "SCRPINDSUBSUGCN_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_V": {
+			"source": "SCRPINDSUBSUGCN_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_2_N": {
+			"source": "SCRPPERMNDEFSUB_1_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_3_N": {
+			"source": "SCRPPERMNDEFSUB_1_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_V": {
+			"source": "SCRPPERMNDEFSUB_1_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_2_N": {
+			"source": "SCRPPERMNDEFSUB_2_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_3_N": {
+			"source": "SCRPPERMNDEFSUB_2_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_V": {
+			"source": "SCRPPERMNDEFSUB_2_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_2_N": {
+			"source": "SCRPPERMNDEFSUB_3_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_3_N": {
+			"source": "SCRPPERMNDEFSUB_3_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_V": {
+			"source": "SCRPPERMNDEFSUB_3_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_V": {
+			"source": "SCRPPERMNDEFSUB_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_1_V": {
+			"source": "SCRPPERMSUBBERRY_1_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_2_V": {
+			"source": "SCRPPERMSUBBERRY_2_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_3_V": {
+			"source": "SCRPPERMSUBBERRY_3_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_V": {
+			"source": "SCRPPERMSUBBERRY_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_1_V": {
+			"source": "SCRPPERMSUBNUT_1_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_2_V": {
+			"source": "SCRPPERMSUBNUT_2_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_3_V": {
+			"source": "SCRPPERMSUBNUT_3_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_V": {
+			"source": "SCRPPERMSUBNUT_V",
+			"description": ""
+		},
+		"SDAIRSUB_1_1_N": {
+			"source": "SDAIRSUB_1_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_1_3_N": {
+			"source": "SDAIRSUB_1_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_1_V": {
+			"source": "SDAIRSUB_1_V",
+			"description": ""
+		},
+		"SDAIRSUB_2_1_N": {
+			"source": "SDAIRSUB_2_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_2_3_N": {
+			"source": "SDAIRSUB_2_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_2_V": {
+			"source": "SDAIRSUB_2_V",
+			"description": ""
+		},
+		"SDAIRSUB_3_1_N": {
+			"source": "SDAIRSUB_3_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_3_3_N": {
+			"source": "SDAIRSUB_3_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_3_V": {
+			"source": "SDAIRSUB_3_V",
+			"description": ""
+		},
+		"SDAIRSUB_V": {
+			"source": "SDAIRSUB_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_1_V": {
+			"source": "SDIFPRVSACCYRS_1_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_2_V": {
+			"source": "SDIFPRVSACCYRS_2_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_3_V": {
+			"source": "SDIFPRVSACCYRS_3_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_V": {
+			"source": "SDIFPRVSACCYRS_V",
+			"description": ""
+		},
+		"SDRYFODSUB_1_V": {
+			"source": "SDRYFODSUB_1_V",
+			"description": ""
+		},
+		"SDRYFODSUB_3_V": {
+			"source": "SDRYFODSUB_3_V",
+			"description": ""
+		},
+		"SDRYFODSUB_V": {
+			"source": "SDRYFODSUB_V",
+			"description": ""
+		},
+		"SDSTRSUB_1_V": {
+			"source": "SDSTRSUB_1_V",
+			"description": ""
+		},
+		"SDSTRSUB_2_V": {
+			"source": "SDSTRSUB_2_V",
+			"description": ""
+		},
+		"SDSTRSUB_3_V": {
+			"source": "SDSTRSUB_3_V",
+			"description": ""
+		},
+		"SDSTRSUB_V": {
+			"source": "SDSTRSUB_V",
+			"description": ""
+		},
+		"SEFASUBGR_N": {
+			"source": "SEFASUBGR_N",
+			"description": ""
+		},
+		"SEFASUBGR_T": {
+			"source": "SEFASUBGR_T",
+			"description": ""
+		},
+		"SELSUB_1_V": {
+			"source": "SELSUB_1_V",
+			"description": ""
+		},
+		"SELSUB_2_V": {
+			"source": "SELSUB_2_V",
+			"description": ""
+		},
+		"SELSUB_3_V": {
+			"source": "SELSUB_3_V",
+			"description": ""
+		},
+		"SELSUB_V": {
+			"source": "SELSUB_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_1_V": {
+			"source": "SFEDGRZLVSUB_1_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_2_V": {
+			"source": "SFEDGRZLVSUB_2_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_3_V": {
+			"source": "SFEDGRZLVSUB_3_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_V": {
+			"source": "SFEDGRZLVSUB_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_1_V": {
+			"source": "SFEDPIGSUB_1_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_2_V": {
+			"source": "SFEDPIGSUB_2_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_3_V": {
+			"source": "SFEDPIGSUB_3_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_V": {
+			"source": "SFEDPIGSUB_V",
+			"description": ""
+		},
+		"SFLNDSUBGR_N": {
+			"source": "SFLNDSUBGR_N",
+			"description": ""
+		},
+		"SFLSHTGSUB_1_V": {
+			"source": "SFLSHTGSUB_1_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_2_V": {
+			"source": "SFLSHTGSUB_2_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_3_V": {
+			"source": "SFLSHTGSUB_3_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_V": {
+			"source": "SFLSHTGSUB_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_1_V": {
+			"source": "SFLSMTRSUB_1_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_2_V": {
+			"source": "SFLSMTRSUB_2_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_3_V": {
+			"source": "SFLSMTRSUB_3_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_V": {
+			"source": "SFLSMTRSUB_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_1_V": {
+			"source": "SFLWLNDSUB_1_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_3_V": {
+			"source": "SFLWLNDSUB_3_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_V": {
+			"source": "SFLWLNDSUB_V",
+			"description": ""
+		},
+		"SFRSUB_2_V": {
+			"source": "SFRSUB_2_V",
+			"description": ""
+		},
+		"SFRSUB_V": {
+			"source": "SFRSUB_V",
+			"description": ""
+		},
+		"SFRSUBIMP_2_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SFRSUBIMP_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SFRSUBN2000_2_V": {
+			"source": "SFRSUBN2000_2_V",
+			"description": ""
+		},
+		"SFRSUBN2000_V": {
+			"source": "SFRSUBN2000_V",
+			"description": ""
+		},
+		"SFRTSUB_1_V": {
+			"source": "SFRTSUB_1_V",
+			"description": ""
+		},
+		"SFRTSUB_2_V": {
+			"source": "SFRTSUB_2_V",
+			"description": ""
+		},
+		"SFRTSUB_3_V": {
+			"source": "SFRTSUB_3_V",
+			"description": ""
+		},
+		"SFRTSUB_V": {
+			"source": "SFRTSUB_V",
+			"description": ""
+		},
+		"SFRUTVEGSUB_1_V": {
+			"source": "SFRUTVEGSUB_1_V",
+			"description": ""
+		},
+		"SFRUTVEGSUB_V": {
+			"source": "SFRUTVEGSUB_V",
+			"description": ""
+		},
+		"SINSSUB_1_V": {
+			"source": "SINSSUB_1_V",
+			"description": ""
+		},
+		"SINSSUB_2_V": {
+			"source": "SINSSUB_2_V",
+			"description": ""
+		},
+		"SINSSUB_3_V": {
+			"source": "SINSSUB_3_V",
+			"description": ""
+		},
+		"SINSSUB_V": {
+			"source": "SINSSUB_V",
+			"description": ""
+		},
+		"SINTSUB_1_V": {
+			"source": "SINTSUB_1_V",
+			"description": ""
+		},
+		"SINTSUB_2_V": {
+			"source": "SINTSUB_2_V",
+			"description": ""
+		},
+		"SINTSUB_3_V": {
+			"source": "SINTSUB_3_V",
+			"description": ""
+		},
+		"SINTSUB_V": {
+			"source": "SINTSUB_V",
+			"description": ""
+		},
+		"SINVSUB_2_V": {
+			"source": "SINVSUB_2_V",
+			"description": ""
+		},
+		"SINVSUB_3_V": {
+			"source": "SINVSUB_3_V",
+			"description": ""
+		},
+		"SINVSUB_V": {
+			"source": "SINVSUB_V",
+			"description": ""
+		},
+		"SLNDS_N": {
+			"source": "SLNDS_N",
+			"description": ""
+		},
+		"SLNTL_N": {
+			"source": "SLNTL_N",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_2_V": {
+			"source": "SLVDAIRPURSUB_2_V",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_3_V": {
+			"source": "SLVDAIRPURSUB_3_V",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_V": {
+			"source": "SLVDAIRPURSUB_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_1_V": {
+			"source": "SLVOTHCOSTSUB_1_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_2_V": {
+			"source": "SLVOTHCOSTSUB_2_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_3_V": {
+			"source": "SLVOTHCOSTSUB_3_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_V": {
+			"source": "SLVOTHCOSTSUB_V",
+			"description": ""
+		},
+		"SN2000SUB_2_V": {
+			"source": "SN2000SUB_2_V",
+			"description": ""
+		},
+		"SN2000SUB_V": {
+			"source": "SN2000SUB_V",
+			"description": ""
+		},
+		"SNFC_N": {
+			"source": "SNFC_N",
+			"description": ""
+		},
+		"SNHNDMNTSUB_2_V": {
+			"source": "SNHNDMNTSUB_2_V",
+			"description": ""
+		},
+		"SNHNDMNTSUB_V": {
+			"source": "SNHNDMNTSUB_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_1_V": {
+			"source": "SNO1K2KSUB_1_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_2_V": {
+			"source": "SNO1K2KSUB_2_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_3_V": {
+			"source": "SNO1K2KSUB_3_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_V": {
+			"source": "SNO1K2KSUB_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_1_V": {
+			"source": "SNRPCOTNSUB_1_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_3_V": {
+			"source": "SNRPCOTNSUB_3_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_V": {
+			"source": "SNRPCOTNSUB_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_1_V": {
+			"source": "SOGACOSTSUB_1_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_2_V": {
+			"source": "SOGACOSTSUB_2_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_3_V": {
+			"source": "SOGACOSTSUB_3_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_V": {
+			"source": "SOGACOSTSUB_V",
+			"description": ""
+		},
+		"SORGSUB_2_V": {
+			"source": "SORGSUB_2_V",
+			"description": ""
+		},
+		"SORGSUB_3_V": {
+			"source": "SORGSUB_3_V",
+			"description": ""
+		},
+		"SORGSUB_V": {
+			"source": "SORGSUB_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_1_V": {
+			"source": "SOTHEXCPSUB_1_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_2_V": {
+			"source": "SOTHEXCPSUB_2_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_3_V": {
+			"source": "SOTHEXCPSUB_3_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_V": {
+			"source": "SOTHEXCPSUB_V",
+			"description": ""
+		},
+		"SPEA_N": {
+			"source": "SPEA_N",
+			"description": ""
+		},
+		"SPERMGRSN2000_T": {
+			"source": "SPERMGRSN2000_T",
+			"description": ""
+		},
+		"SPERMGRSNON2000_T": {
+			"source": "SPERMGRSNON2000_T",
+			"description": ""
+		},
+		"SPERMGRSSUB_1_V": {
+			"source": "SPERMGRSSUB_1_V",
+			"description": ""
+		},
+		"SPERMGRSSUB_3_V": {
+			"source": "SPERMGRSSUB_3_V",
+			"description": ""
+		},
+		"SPERMGRSSUB_V": {
+			"source": "SPERMGRSSUB_V",
+			"description": ""
+		},
+		"SPERMGRSSUBGR_N": {
+			"source": "SPERMGRSSUBGR_N",
+			"description": ""
+		},
+		"SPERMGRSSUBGR_T": {
+			"source": "SPERMGRSSUBGR_T",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_2_V": {
+			"source": "SPIGPLTRPURSUB_2_V",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_3_V": {
+			"source": "SPIGPLTRPURSUB_3_V",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_V": {
+			"source": "SPIGPLTRPURSUB_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_1_N": {
+			"source": "SPIGPLTRSUB_1_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_3_N": {
+			"source": "SPIGPLTRSUB_1_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_V": {
+			"source": "SPIGPLTRSUB_1_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_1_N": {
+			"source": "SPIGPLTRSUB_2_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_3_N": {
+			"source": "SPIGPLTRSUB_2_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_V": {
+			"source": "SPIGPLTRSUB_2_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_1_N": {
+			"source": "SPIGPLTRSUB_3_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_3_N": {
+			"source": "SPIGPLTRSUB_3_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_V": {
+			"source": "SPIGPLTRSUB_3_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_V": {
+			"source": "SPIGPLTRSUB_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_1_V": {
+			"source": "SPLTSOILSUB_1_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_3_V": {
+			"source": "SPLTSOILSUB_3_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_V": {
+			"source": "SPLTSOILSUB_V",
+			"description": ""
+		},
+		"SPLTVINSUB_1_V": {
+			"source": "SPLTVINSUB_1_V",
+			"description": ""
+		},
+		"SPLTVINSUB_3_V": {
+			"source": "SPLTVINSUB_3_V",
+			"description": ""
+		},
+		"SPLTVINSUB_V": {
+			"source": "SPLTVINSUB_V",
+			"description": ""
+		},
+		"SPMSFSUB_1_V": {
+			"source": "SPMSFSUB_1_V",
+			"description": ""
+		},
+		"SPMSFSUB_3_V": {
+			"source": "SPMSFSUB_3_V",
+			"description": ""
+		},
+		"SPMSFSUB_V": {
+			"source": "SPMSFSUB_V",
+			"description": ""
+		},
+		"SPOTSUB_1_V": {
+			"source": "SPOTSUB_1_V",
+			"description": ""
+		},
+		"SPOTSUB_3_V": {
+			"source": "SPOTSUB_3_V",
+			"description": ""
+		},
+		"SPOTSUB_V": {
+			"source": "SPOTSUB_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_1_V": {
+			"source": "SPOTSUBOWST_1_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_2_V": {
+			"source": "SPOTSUBOWST_2_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_3_V": {
+			"source": "SPOTSUBOWST_3_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_V": {
+			"source": "SPOTSUBOWST_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_1_V": {
+			"source": "SPRCTCLIMENV_1_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_2_V": {
+			"source": "SPRCTCLIMENV_2_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_V": {
+			"source": "SPRCTCLIMENV_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_1_V": {
+			"source": "SPRTCRPSUB_1_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_2_V": {
+			"source": "SPRTCRPSUB_2_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_3_V": {
+			"source": "SPRTCRPSUB_3_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_V": {
+			"source": "SPRTCRPSUB_V",
+			"description": ""
+		},
+		"SPS1300_V": {
+			"source": "SPS1300_V",
+			"description": ""
+		},
+		"SPS1300_1_V": {
+			"source": "SPS1300_1_V",
+			"description": ""
+		},
+		"SRDOTHSUB_2_V": {
+			"source": "SRDOTHSUB_2_V",
+			"description": ""
+		},
+		"SRDOTHSUB_V": {
+			"source": "SRDOTHSUB_V",
+			"description": ""
+		},
+		"SSAPS_1_2_N": {
+			"source": "SSAPS_1_2_N",
+			"description": ""
+		},
+		"SSAPS_1_V": {
+			"source": "SSAPS_1_V",
+			"description": ""
+		},
+		"SSAPS_2_2_N": {
+			"source": "SSAPS_2_2_N",
+			"description": ""
+		},
+		"SSAPS_2_V": {
+			"source": "SSAPS_2_V",
+			"description": ""
+		},
+		"SSAPS_3_2_N": {
+			"source": "SSAPS_3_2_N",
+			"description": ""
+		},
+		"SSAPS_3_V": {
+			"source": "SSAPS_3_V",
+			"description": ""
+		},
+		"SSAPS_V": {
+			"source": "SSAPS_V",
+			"description": ""
+		},
+		"SSCOTNSUB_1_V": {
+			"source": "SSCOTNSUB_1_V",
+			"description": ""
+		},
+		"SSCOTNSUB_3_V": {
+			"source": "SSCOTNSUB_3_V",
+			"description": ""
+		},
+		"SSCOTNSUB_V": {
+			"source": "SSCOTNSUB_V",
+			"description": ""
+		},
+		"SSCOWPRM_1_V": {
+			"source": "SSCOWPRM_1_V",
+			"description": ""
+		},
+		"SSCOWPRM_2_V": {
+			"source": "SSCOWPRM_2_V",
+			"description": ""
+		},
+		"SSCOWPRM_V": {
+			"source": "SSCOWPRM_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_1_V": {
+			"source": "SSCOWPRMADD_1_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_2_V": {
+			"source": "SSCOWPRMADD_2_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_3_V": {
+			"source": "SSCOWPRMADD_3_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_V": {
+			"source": "SSCOWPRMADD_V",
+			"description": ""
+		},
+		"SSDSTRSUB_2_V": {
+			"source": "SSDSTRSUB_2_V",
+			"description": ""
+		},
+		"SSDSTRSUB_V": {
+			"source": "SSDSTRSUB_V",
+			"description": ""
+		},
+		"SSEDSUB_1_V": {
+			"source": "SSEDSUB_1_V",
+			"description": ""
+		},
+		"SSEDSUB_2_V": {
+			"source": "SSEDSUB_2_V",
+			"description": ""
+		},
+		"SSEDSUB_3_V": {
+			"source": "SSEDSUB_3_V",
+			"description": ""
+		},
+		"SSEDSUB_V": {
+			"source": "SSEDSUB_V",
+			"description": ""
+		},
+		"SSFS_1_V": {
+			"source": "SSFS_1_V",
+			"description": ""
+		},
+		"SSFS_2_V": {
+			"source": "SSFS_2_V",
+			"description": ""
+		},
+		"SSFS_V": {
+			"source": "SSFS_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_1_V": {
+			"source": "SSHEPGTPRM_1_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_2_V": {
+			"source": "SSHEPGTPRM_2_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_V": {
+			"source": "SSHEPGTPRM_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_1_V": {
+			"source": "SSHEPGTPRMSUP_1_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_2_V": {
+			"source": "SSHEPGTPRMSUP_2_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_V": {
+			"source": "SSHEPGTPRMSUP_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_2_V": {
+			"source": "SSHEPGTPURSUB_2_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_3_V": {
+			"source": "SSHEPGTPURSUB_3_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_V": {
+			"source": "SSHEPGTPURSUB_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_1_N": {
+			"source": "SSHEPGTSUB_1_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_3_N": {
+			"source": "SSHEPGTSUB_1_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_V": {
+			"source": "SSHEPGTSUB_1_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_1_N": {
+			"source": "SSHEPGTSUB_2_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_3_N": {
+			"source": "SSHEPGTSUB_2_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_V": {
+			"source": "SSHEPGTSUB_2_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_1_N": {
+			"source": "SSHEPGTSUB_3_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_3_N": {
+			"source": "SSHEPGTSUB_3_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_V": {
+			"source": "SSHEPGTSUB_3_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_V": {
+			"source": "SSHEPGTSUB_V",
+			"description": ""
+		},
+		"SSHROT_N": {
+			"source": "SSHROT_N",
+			"description": ""
+		},
+		"SSPSN_1_V": {
+			"source": "SSPSN_1_V",
+			"description": ""
+		},
+		"SSPSN_2_V": {
+			"source": "SSPSN_2_V",
+			"description": ""
+		},
+		"SSPSN_V": {
+			"source": "SSPSN_V",
+			"description": ""
+		},
+		"SSPSPERMGRS_1_V": {
+			"source": "SSPSPERMGRS_1_V",
+			"description": ""
+		},
+		"SSPSPERMGRS_V": {
+			"source": "SSPSPERMGRS_V",
+			"description": ""
+		},
+		"SSPSS_1_V": {
+			"source": "SSPSS_1_V",
+			"description": ""
+		},
+		"SSPSS_V": {
+			"source": "SSPSS_V",
+			"description": ""
+		},
+		"SSSEDSUB_1_V": {
+			"source": "SSSEDSUB_1_V",
+			"description": ""
+		},
+		"SSSEDSUB_2_V": {
+			"source": "SSSEDSUB_2_V",
+			"description": ""
+		},
+		"SSSEDSUB_3_V": {
+			"source": "SSSEDSUB_3_V",
+			"description": ""
+		},
+		"SSSEDSUB_V": {
+			"source": "SSSEDSUB_V",
+			"description": ""
+		},
+		"SSTRFR_N": {
+			"source": "SSTRFR_N",
+			"description": ""
+		},
+		"SSUGBTSUB_1_V": {
+			"source": "SSUGBTSUB_1_V",
+			"description": ""
+		},
+		"SSUGBTSUB_3_V": {
+			"source": "SSUGBTSUB_3_V",
+			"description": ""
+		},
+		"SSUGBTSUB_V": {
+			"source": "SSUGBTSUB_V",
+			"description": ""
+		},
+		"STRC_N": {
+			"source": "STRC_N",
+			"description": ""
+		},
+		"SVEGSUB_1_V": {
+			"source": "SVEGSUB_1_V",
+			"description": ""
+		},
+		"SVEGSUB_3_V": {
+			"source": "SVEGSUB_3_V",
+			"description": ""
+		},
+		"SVEGSUB_V": {
+			"source": "SVEGSUB_V",
+			"description": ""
+		},
+		"SWATRSUB_1_V": {
+			"source": "SWATRSUB_1_V",
+			"description": ""
+		},
+		"SWATRSUB_2_V": {
+			"source": "SWATRSUB_2_V",
+			"description": ""
+		},
+		"SWATRSUB_3_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SWATRSUB_V": {
+			"source": "SWATRSUB_V",
+			"description": ""
+		},
+		"SWGSSUB_1_V": {
+			"source": "SWGSSUB_1_V",
+			"description": ""
+		},
+		"SWGSSUB_2_V": {
+			"source": "SWGSSUB_2_V",
+			"description": ""
+		},
+		"SWGSSUB_3_V": {
+			"source": "SWGSSUB_3_V",
+			"description": ""
+		},
+		"SWGSSUB_V": {
+			"source": "SWGSSUB_V",
+			"description": ""
+		},
+		"SYF_1_V": {
+			"source": "SYF_1_V",
+			"description": ""
+		},
+		"SYF_2_V": {
+			"source": "SYF_2_V",
+			"description": ""
+		},
+		"SYF_V": {
+			"source": "SYF_V",
+			"description": ""
+		}
+	},
+	"crops": {
+		"SWHE": {
+			"description": "Soft wheat",
+			"columns": {
+				"LEVL": "ifelse(CWHTC_A>=CWHTC_TA,CWHTC_A,CWHTC_TA)",
+				"GROF": "CWHTC_PRQ",
+				"INTF": "CWHTC_FUV",
+				"EAAP": "CWHTC_TO",
+				"UVAG": "ifelse( CWHTC_PRQ>0, CWHTC_TO/CWHTC_PRQ, 0)",
+				"UVSA": "NA",
+				"IRTA": "CWHTC_IRTA"
+			}
+		},
+		"DWHE": {
+			"description": "Durum wheat",
+			"columns": {
+				"LEVL": "ifelse(CWHTD_A>=CWHTD_TA,CWHTD_A,CWHTD_TA)",
+				"GROF": "CWHTD_PRQ",
+				"INTF": "CWHTD_FUV",
+				"EAAP": "CWHTD_TO",
+				"UVAG": "ifelse( CWHTD_PRQ>0, CWHTD_TO/CWHTD_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "CWHTD_IRTA"
+			}
+		},
+		"RYEM": {
+			"description": "Rye and meslin",
+			"columns": {
+				"LEVL": "ifelse(CRYE_A>=CRYE_TA,CRYE_A,CRYE_TA)",
+				"GROF": "CRYE_PRQ",
+				"INTF": "CRYE_FUV",
+				"EAAP": "CRYE_TO",
+				"UVAG": "ifelse( CRYE_PRQ>0, CRYE_TO/CRYE_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"BARL": {
+			"description": "Barley",
+			"columns": {
+				"LEVL": "ifelse(CBRL_A>=CBRL_TA,CBRL_A,CBRL_TA)",
+				"GROF": "CBRL_PRQ",
+				"INTF": "CBRL_FUV",
+				"EAAP": "CBRL_TO",
+				"UVAG": "ifelse( CBRL_PRQ>0, CBRL_TO/CBRL_PRQ, 0)",
+				"UVSA": "NA",
+				"IRTA": "CBRL_IRTA"
+			}
+		},
+		"OATS": {
+			"description": "Oats",
+			"columns": {
+				"LEVL": "ifelse(COAT_A>=COAT_TA,COAT_A,COAT_TA)",
+				"GROF": "COAT_PRQ",
+				"INTF": "COAT_FUV",
+				"EAAP": "COAT_TO",
+				"UVAG": "ifelse( COAT_PRQ>0, COAT_TO/COAT_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"MAIZ": {
+			"description": "Grain maize",
+			"columns": {
+				"LEVL": "ifelse(CMZ_A>=CMZ_TA,CMZ_A,CMZ_TA)",
+				"GROF": "CMZ_PRQ",
+				"INTF": "CMZ_FUV",
+				"EAAP": "CMZ_TO",
+				"UVAG": "ifelse(CMZ_PRQ>0, CMZ_TO/CMZ_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "CMZ_IRTA"
+			}
+		},
+		"PARI": {
+			"description": "Rice",
+			"columns": {
+				"LEVL": "ifelse(CRICE_A>=CRICE_TA,CRICE_A,CRICE_TA)",
+				"GROF": "CRICE_PRQ",
+				"INTF": "CRICE_FUV",
+				"EAAP": "CRICE_TO",
+				"UVAG": "ifelse(CRICE_PRQ>0, CRICE_TO/CRICE_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "CRICE_IRTA"
+			}
+		},
+		"OCER": {
+			"description": "Oth.cereals(manually modified)",
+			"columns": {
+				"LEVL": "CCEROTHNS_A_X + CCEROTHS_A_X",
+				"GROF": "CCEROTHNS_PRQ_X + CCEROTHS_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "CCEROTHNS_IRA_X"
+			}
+		},
+		"RAPE": {
+			"description": "Rape seed",
+			"columns": {
+				"LEVL": "ifelse(CRAPE_A>=CRAPE_TA,CRAPE_A,CRAPE_TA)",
+				"GROF": "CRAPE_PRQ",
+				"INTF": "CRAPE_FUV",
+				"EAAP": "CRAPE_TO",
+				"UVAG": "ifelse( CRAPE_PRQ>0, CRAPE_TO/CRAPE_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"SUNF": {
+			"description": "Sunflower",
+			"columns": {
+				"LEVL": "ifelse(CSNFL_A>=CSNFL_TA,CSNFL_A,CSNFL_TA)",
+				"GROF": "CSNFL_PRQ",
+				"INTF": "CSNFL_FUV",
+				"EAAP": "CSNFL_TO",
+				"UVAG": "ifelse( CSNFL_PRQ>0, CSNFL_TO/CSNFL_PRQ, 0  )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"SOYA": {
+			"description": "Soya",
+			"columns": {
+				"LEVL": "ifelse(CSOYA_A>=CSOYA_TA,CSOYA_A,CSOYA_TA)",
+				"GROF": "CSOYA_PRQ",
+				"INTF": "CSOYA_FUV",
+				"EAAP": "CSOYA_TO",
+				"UVAG": "ifelse( CSOYA_PRQ>0, CSOYA_TO/CSOYA_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"OOIL": {
+			"description": "Other Oil seeds(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CCRPOILOTH_A >=CCRPOILOTH_TA & CLINSED_A >=CLINSED_TA, CCRPOILOTH_A+CLINSED_A, CLINSED_TA+CLINSED_TA )",
+				"GROF": "CCRPOILOTH_PRQ+CLINSED_PRQ",
+				"INTF": "CCRPOILOTH_FUV+CLINSED_FUV",
+				"EAAP": "CCRPOILOTH_TO + CLINSED_TO",
+				"UVAG": "ifelse(  (CCRPOILOTH_PRQ+CLINSED_PRQ)>0, (CCRPOILOTH_TO + CLINSED_TO)/(CCRPOILOTH_PRQ+CLINSED_PRQ), 0  )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"PULS_pea": {
+			"description": "Peas, field beans and sweet lupines",
+			"columns": {
+				"LEVL": "ifelse(CPEA_A>=CPEA_TA,CPEA_A,CPEA_TA)",
+				"GROF": "CPEA_PRQ",
+				"INTF": "CPEA_FUV",
+				"EAAP": "CPEA_TO",
+				"UVAG": "ifelse( (CPEA_TO)>0, (CPEA_TO)/(CPEA_PRQ), 0 )",
+				"UVSA": "ifelse( (CPEA_SQ)>0, (CPEA_SV)/(CPEA_SQ), 0 )",
+				"IRTA": "CPEA_IRA"
+			}
+		},
+		"PULS_lntls": {
+			"description": "Lentils, chickpeas and vetches",
+			"columns": {
+				"LEVL": "ifelse(CLNTL_A>=CLNTL_TA,CLNTL_A,CLNTL_TA)",
+				"GROF": "CLNTL_PRQ",
+				"INTF": "CLNTL_FUV",
+				"EAAP": "CLNTL_TO",
+				"UVAG": "ifelse( (CLNTL_TO)>0, (CLNTL_TO)/(CLNTL_PRQ), 0 )",
+				"UVSA": "ifelse( (CLNTL_SQ)>0, (CLNTL_SV)/(CLNTL_SQ), 0 )",
+				"IRTA": "CLNTL_IRA"
+			}
+		},
+		"PULS_oth": {
+			"description": "Other protein crops ",
+			"columns": {
+				"LEVL": "ifelse(CCRPPROTOTH_A>=CCRPPROTOTH_TA,CCRPPROTOTH_A,CCRPPROTOTH_TA)",
+				"GROF": "CCRPPROTOTH_PRQ",
+				"INTF": "CCRPPROTOTH_FUV",
+				"EAAP": "CCRPPROTOTH_TO",
+				"UVAG": "ifelse( (CCRPPROTOTH_TO)>0, (CCRPPROTOTH_TO)/(CCRPPROTOTH_PRQ), 0 )",
+				"UVSA": "ifelse( (CCRPPROTOTH_SQ)>0, (CCRPPROTOTH_SV)/(CCRPPROTOTH_SQ), 0 )",
+				"IRTA": "CCRPPROTOTH_IRA"
+			}
+		},
+		"POTA": {
+			"description": "Potatoes for starch and other potatoes (incl early and seed)",
+			"columns": {
+				"LEVL": "ifelse(CPOT_A>=CPOT_TA,CPOT_A,CPOT_TA)",
+				"GROF": "CPOT_PRQ",
+				"INTF": "CPOT_FUV",
+				"EAAP": "CPOT_TO",
+				"UVAG": "ifelse( CPOT_PRQ>0, CPOT_TO/CPOT_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "CPOT_IRTA"
+			}
+		},
+		"SUGB": {
+			"description": "Sugar beet",
+			"columns": {
+				"LEVL": "ifelse(CSUGBT_A>=CSUGBT_TA,CSUGBT_A,CSUGBT_TA)",
+				"GROF": "CSUGBT_PRQ",
+				"INTF": "CSUGBT_FUV",
+				"EAAP": "CSUGBT_TO",
+				"UVAG": "ifelse( CSUGBT_PRQ>0, CSUGBT_TO / CSUGBT_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "CSUGBT_IRTA"
+			}
+		},
+		"TEXT": {
+			"description": "cotton",
+			"columns": {
+				"LEVL": "ifelse(CCOTN_A>=CCOTN_TA,CCOTN_A,CCOTN_TA)",
+				"GROF": "CCOTN_PRQ",
+				"INTF": "CCOTN_FUV",
+				"EAAP": "CCOTN_TO",
+				"UVAG": "ifelse( CCOTN_PRQ>0, CCOTN_TO/CCOTN_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"TOBA": {
+			"description": "Tobacco",
+			"columns": {
+				"LEVL": "ifelse(CTOBAC_A>=CTOBAC_TA,CTOBAC_A,CTOBAC_TA)",
+				"GROF": "CTOBAC_PRQ",
+				"INTF": "CTOBAC_FUV",
+				"EAAP": "CTOBAC_TO",
+				"UVAG": "ifelse( CTOBAC_PRQ>0, CTOBAC_TO / CTOBAC_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"OIND": {
+			"description": "Hops + Other industrials - Cotton (manually modified)",
+			"columns": {
+				"LEVL": "ifelse ( CHOP_A >=CHOP_TA & CCOTN_A>=CCOTN_TA,CHOP_A+CCRPINDOTHEXSED_A_X-CCOTN_A, CHOP_TA+CCRPINDOTHEXSED_A_X-CCOTN_TA  )",
+				"GROF": "CHOP_PRQ+CCRPINDOTHEXSED_PRQ_X-CCOTN_PRQ",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"OCRO": {
+			"description": "Other Crops(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CARAOTH_A>=CARAOTH_TA &CPERMUG_A>=CPERMUG_TA& CCRPPERMOTH_A>CCRPPERMOTH_TA, CSEEDGRAS_A_X+CSEEDSOTH_A_X+CARAOTH_A+CPERMUG_A+CCRPPERMOTH_A, CSEEDGRAS_A_X+CSEEDSOTH_A_X+CARAOTH_TA+CPERMUG_TA+CCRPPERMOTH_TA) ",
+				"GROF": "NA",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"TOMA": {
+			"description": "Tomatoes",
+			"columns": {
+				"LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CTOMAT_A,CTOMAT_TA)",
+				"GROF": "CTOMAT_PRQ",
+				"INTF": "CTOMAT_FUV",
+				"EAAP": "CTOMAT_TO",
+				"UVAG": "ifelse( CTOMAT_PRQ>0, CTOMAT_TO/CTOMAT_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"OVEG": {
+			"description": "Other Vegetables(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_A, CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_TA) ",
+				"GROF": "CVEGOF_PRQ+CVEGMG_PRQ+CVEGUG_PRQ-CTOMAT_PRQ-CNONPERFRU_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"APPL": {
+			"description": "Apples / pears",
+			"columns": {
+				"LEVL": "NA",
+				"GROF": "CAPPLEPEAR_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVGA": "ifelse( (CAPL_PRQ+CPEAR_PRQ)>0, (CAPL_TO+CPEAR_TO)/(CAPL_PRQ+CPEAR_PRQ), 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA",
+				"UVAG": "NA"
+			}
+		},
+		"OFRU": {
+			"description": "Other fruits(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CFRUTTRPL_A >= CFRUTTRPL_TA &CNUT_A >= CNUT_TA,CSTNFRUT_A_X+CFRUTTRPL_A+CNUT_A+CSMLFRUTBER_A_X+CNONPERFRU_A_X,CSTNFRUT_A_X+CFRUTTRPL_TA+CNUT_TA+CSMLFRUTBER_A_X+CNONPERFRU_A_X )",
+				"GROF": "CSTNFRUT_PRQ_X+CFRUTTRPL_PRQ+CNUT_PRQ+CSMLFRUTBER_PRQ_X+CNONPERFRU_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"CITR": {
+			"description": "citrus fruits(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CORANG_A>=CORANG_TA & CCITRSML_A >=CCITRSML_TA & CLMON_A >= CLMON_TA & CCITROTH_A >= CCITROTH_TA,CORANG_A+CCITRSML_A+CLMON_A+CCITROTH_A,CORANG_TA+CCITRSML_TA+CLMON_TA+CCITROTH_TA)",
+				"GROF": "CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ",
+				"INTF": "CORANG_FUV+CCITRSML_FUV+CLMON_FUV+CCITROTH_FUV",
+				"EAAP": "CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO",
+				"UVAG": "ifelse(  (CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)>0 ,  (CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO)/(CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)  ,  0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"TAGR": {
+			"description": "Table grapes",
+			"columns": {
+				"LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CGRPTAB_A,CGRPTAB_TA)",
+				"GROF": "CGRPTAB_PRQ",
+				"INTF": "CGRPTAB_FUV",
+				"EAAP": "CGRPTAB_TO",
+				"UVAG": "ifelse( CGRPTAB_PRQ>0 , CGRPTAB_TO/CGRPTAB_PRQ, 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"OLIV": {
+			"description": "Olives for oil(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(COLVFR_A>COLVFR_TA &COLVOIL_A >=COLVOIL_TA,COLVFR_A+COLVOIL_A,COLVFR_TA+COLVOIL_TA)",
+				"GROF": "COLVFR_PRQ+(COLVOIL_PRQ/0.2)",
+				"INTF": "COLVFR_FUV+COLVOIL_FUV",
+				"EAAP": "COLVFR_TO+COLVOIL_TO",
+				"UVAG": "ifelse( (COLVFR_PRQ+(COLVOIL_PRQ/.2))>0 , (COLVFR_TO+COLVOIL_TO)/(COLVFR_PRQ+(COLVOIL_PRQ/.02) ) , 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"TABO": {
+			"description": "Table olives",
+			"columns": {
+				"LEVL": "ifelse(COLV_A>=COLV_TA,COLV_A,COLV_TA)",
+				"GROF": "COLV_PRQ",
+				"INTF": "COLV_FUV",
+				"EAAP": "COLV_TO",
+				"UVAG": "ifelse( COLV_PRQ>0, COLV_TO/COLV_PRQ , 0 )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"TWIN": {
+			"description": "Table wine(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CVIN_A_X-CGRPTAB_A,CVIN_A_X-CGRPTAB_TA)",
+				"GROF": "CVIN_PRQ_X-CGRPTAB_PRQ",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"NURS": {
+			"description": "Nurseries",
+			"columns": {
+				"LEVL": "ifelse(CNURS_A>=CNURS_TA,CNURS_A,CNURS_TA)",
+				"GROF": "CNURS_PRQ_X",
+				"INTF": "CNURS_FUV",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"FLOW": {
+			"description": "Flowers(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( (CFLWOUT_TA+CFLWUG_TA)>0,CFLWOUT_TA+CFLWUG_TA,CFLWB_TA+CFLWCUT_TA+CFLW_TA)",
+				"GROF": "ifelse( (CFLWOUT_PRQ_X+CFLWUG_PRQ_X)>0,CFLWOUT_PRQ_X+CFLWUG_PRQ_X,CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X)",
+				"INTF": "ifelse( (CFLWOUT_FUV+CFLWUG_FUV)>0,CFLWOUT_FUV+CFLWUG_FUV,CFLWB_FUV+CFLWCUT_FUV+CFLW_FUV)",
+				"EAAP": "ifelse( (CFLWOUT_TO + CFLWUG_TO)>0 ,CFLWOUT_TO + CFLWUG_TO, CFLWB_TO+ CFLWCUT_TO+CFLW_TO)",
+				"UVAG": "ifelse( (CFLWOUT_TO + CFLWUG_TO)>0 ,  ifelse( (CFLWOUT_PRQ_X+CFLWUG_PRQ_X)>0 , (CFLWOUT_TO + CFLWUG_TO)/(CFLWOUT_PRQ_X+CFLWUG_PRQ_X) , 0)    ,  ifelse( (CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X)>0 , (CFLWB_TO+ CFLWCUT_TO+CFLW_TO)/(CFLWB_PRQ_X+CFLWCUT_PRQ_X+CFLW_PRQ_X) , 0)  )",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"MAIF": {
+			"description": "Fodder maize (Green Maize)",
+			"columns": {
+				"LEVL": "ifelse(CFODMZ_A>=CFODMZ_TA,CFODMZ_A,CFODMZ_TA)",
+				"GROF": "CFODMZ_PRQ",
+				"INTF": "CFODMZ_FUV",
+				"EAAP": "CFODMZ_TO",
+				"UVAG": "ifelse( CFODMZ_PRQ>0, CFODMZ_TO/CFODMZ_PRQ , 0 )",
+				"UVSA": "NA",
+				"SHARE": "ifelse( CFODMZ_SV>0, CFODMZ_FUV/CFODMZ_SV,0)",
+				"IRTA": "NA"
+			}
+		},
+		"ROOF": {
+			"description": "Fodder root crops",
+			"columns": {
+				"LEVL": "ifelse(CFODRTBR_A>=CFODRTBR_TA,CFODRTBR_A,CFODRTBR_TA)",
+				"GROF": "CFODRTBR_PRQ",
+				"INTF": "CFODRTBR_FUV",
+				"EAAP": "CFODRTBR_TO",
+				"UVAG": "ifelse( CFODRTBR_PRQ>0, CFODRTBR_TO/CFODRTBR_PRQ, 0)",
+				"UVSA": "NA",
+				"SHARE": "ifelse( CFODRTBR_SV>0, CFODRTBR_FUV/CFODRTBR_SV,0)",
+				"IRTA": "NA"
+			}
+		},
+		"PGRA": {
+			"description": "Pasture",
+			"columns": {
+				"LEVL": "ifelse(CGRSXRG_A>=CGRSXRG_TA,CGRSXRG_A,CGRSXRG_TA)",
+				"GROF": "CGRSXRG_PRQ",
+				"INTF": "CGRSXRG_FUV",
+				"EAAP": "CGRSXRG_TO",
+				"UVAG": "ifelse( CGRSXRG_PRQ>0, CGRSXRG_TO/CGRSXRG_PRQ, 0)",
+				"UVSA": "NA",
+				"SHARE": "ifelse(CGRSXRG_SV>0,CGRSXRG_FUV/CGRSXRG_SV,0)",
+				"IRTA": "NA"
+			}
+		},
+		"RGRA": {
+			"description": "Roughing(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CRG_A>= CRG_TA,CRG_A+CGRSNOUSESUB_A, CRG_TA+CGRSNOUSESUB_A )",
+				"GROF": "CRG_PRQ",
+				"INTF": "CRG_FUV",
+				"EAAP": "CRG_TO",
+				"NOPR": "NA",
+				"SHARE": "ifelse( CGRSXRG_SV>0, CGRSXRG_FUV/CGRSXRG_SV, 0)"
+			}
+		},
+		"OFAR": {
+			"description": "Fodder other on arable land(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CGRSTMP_A >= CGRSTMP_TA,CGRSTMP_A+CSILAGECEROTH_A_X+CFODOTH_A_X, CGRSTMP_TA+CSILAGECEROTH_A_X+CFODOTH_A_X ) ",
+				"GROF": "CGRSTMP_PRQ+CSILAGECEROTH_PRQ_X+CFODOTH_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"SHARE": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"SETA": {
+			"description": "Set-aside/fallow(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CFLNDNOSUB_A>= CFLNDNOSUB_TA & CFLNDSUB_A>= CFLNDSUB_TA, CFLNDNOSUB_A + CFLNDSUB_A, CFLNDNOSUB_TA + CFLNDSUB_TA)",
+				"GROF": "CFLNDNOSUB_PRQ",
+				"INTF": "NA",
+				"EAAP": "CFLNDNOSUB_TO",
+				"UVAG": "ifelse( CFLNDNOSUB_PRQ>0 , CFLNDNOSUB_TO/CFLNDNOSUB_PRQ , 0)",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"FORE": {
+			"description": "Forest land",
+			"columns": {
+				"LEVL": "CWDED_A",
+				"GROF": "NA",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"CCER": {
+			"description": "Catch crops cereals (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		},
+		"CPUL": {
+			"description": "Catch crops pulses (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		},
+		"COCR": {
+			"description": "Catch crops other crops (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		},
+		"PULS": {
+			"description": "PULS(before 2013)",
+			"columns": {
+				"LEVL": "CCRPPROT_A_X",
+				"GROF": "CCRPPROT_PRQ_X",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		}
+	}
+}
\ No newline at end of file

corrected.json.full/corrected.2014_after.json

 {
-  "id": {
-    "ID": {
-      "source": "factor(ID)",
-      "description": "Unique FADN Identifier. Anonymous code allowing constant sample."
-    },
-    "WEIGHT": {
-      "source": "SYS02",
-      "description": "Number of farm represented in the population"
-    },
-    "COUNTRY": {
-      "source": "COUNTRY",
-      "description": "Country (3 digits FADN acronym)"
-    },
-    "YEAR": {
-      "source": "YEAR",
-      "description": "Accounting year"
-    },
-    "TF8": {
-      "source": "factor( paste0('tf8-',TF8) ) ",
-      "description": "Type of Farming (8)"
-    },
-    "TF14": {
-      "source": "factor( paste0('tf14-',TF14) ) ",
-      "description": "Type of Farming (14)"
-    },
-    "SIZ6": {
-      "source": "factor( paste0('siz6-',SIZ6) )",
-      "description": "Economic size class (6 classes)"
-    },
-    "REGION": {
-      "source": "factor( REGION )",
-      "description": "FADN region"
-    },
-    "NUTS1": {
-      "source": "factor( NUTS1 )",
-      "description": ""
-    },
-    "NUTS2": {
-      "source": "NUTS2",
-      "description": ""
-    },
-    "NUTS3": {
-      "source": "NUTS3",
-      "description": "The code of the NUTS level 3 territorial unit where the holding is located."
-    },
-    "ALTITUDE": {
-      "source": "factor( paste0('alt-',ALTITUDE) )",
-      "description": "Altitude Code (1=<300m, 2=300-600m, 3=>600m)"
-    },
-    "ORGANIC": {
-      "source": "factor( paste0('org-',ORGANIC )  )",
-      "description": "Organic farming Code (1=No Organic, 2=Only organic, 3=Both, 4=In conversion)"
-    }
-  },
-/*   "info": {
-    "SIZEUR": {
-      "source": "SIZEUR",
-      "description": "Total economic size in EUR, Calculated by DG AGRI (cf Typology Regulation)"
-    },
-    "UAAOWNED": {
-      "source": "UAAOWNED",
-      "description": "UAA for owner farming Area, in ha"
-    },
-    "UAARENTED": {
-      "source": "UAARENTED",
-      "description": "Rented UAA Area, in ha"
-    },
-    "UAASHARED": {
-      "source": "UAASHARED",
-      "description": "Sharecropped UAA Area, in ha"
-    },
-    "UAA": {
-      "source": "UAAOWNED+UAARENTED+UAASHARED",
-      "description": "Total Utilised Agricultural Area. Area in ha"
-    },
-    "NAT2000": {
-      "source": "factor( paste0( 'nat-', ENVREST_X )  )",
-      "description": "Environmental constraints Area (EC no 1257/1999) - does not coincide exactly with Natura2000 on 2013- / TODO[NAT2000 for 2014+]"
-    },
-    "WAWU": {
-      "source": "NA",
-      "description": "Total Annual working units in farm (manager+spouse+"
-    },
-    "WHOURS": {
-      "source": "NA",
-      "description": "Total hours working in farm (manager+spouse+"
-    },
-    "DPSFPS.share": {
-      "source": "NA",
-      "description": ""
-    },
-    "ENTL.share": {
-      "source": "NA",
-      "description": ""
-    },
-    "ENTL.LEVL": {
-      "source": "NA",
-      "description": ""
-    },
-    "LFA": {
-      "source": "factor( paste0( 'lfa-',LFA )  )",
-      "description": "Less-favoured area Code (1=not LFA, 2=not mountain LFA, 3=mountain LFA, 4=no significant areas)"
-    },
-    "OGA": {
-      "source": "OGASHARE",
-      "description": ""
-    },
-    "TSGM": {
-      "source": "SIZEUR",
-      "description": ""
-    },
-    "SAMP": {
-      "source": "SYS03",
-      "description": ""
-    },
-    "TOTINVBEFSUBS": {
-      "source": "NA",
-      "description": ""
-    },
-    "INCOME.VATBALANCE": {
-      "source": "NA",
-      "description": ""
-    },
-    "INCOME.TAXES": {
-      "source": "NA",
-      "description": ""
-    }
-  }, */
- /*  "costs": {
-    "SEED": {
-      "source": "SE290+ISEDPUR_V",
-      "description": ""
-    },
-    "NITF": {
-      "source": "SE295",
-      "description": ""
-    },
-    "PLAP": {
-      "source": "SE300",
-      "description": ""
-    },
-    "CSPE": {
-      "source": "SE305",
-      "description": ""
-    },
-    "F59": {
-      "source": "IWGSS_V",
-      "description": "Wages and social security costs for paid labour Value"
-    },
-    "F60": {
-      "source": "ICNTR_V",
-      "description": "Contract work and machinery hire Value"
-    },
-    "F61": {
-      "source": "IUPKP_V",
-      "description": "Current upkeep of machinery and equipment Value"
-    },
-    "F62": {
-      "source": "IFULS_V",
-      "description": "Motor fuels and lubricants Value"
-    },
-    "F63": {
-      "source": "ICAR_V",
-      "description": "Car expenses Value"
-    },
-    "F64": {
-      "source": "IGRFEDCNCTRPUR_V",
-      "description": "Purchased concentrated feedstuffs for grazing stock (equines, ruminants) Value"
-    },
-    "F65": {
-      "source": "IGRFEDCRSPUR_V",
-      "description": "Purchased coarse fodder for grazing stock (equines, ruminants) Value"
-    },
-    "F66": {
-      "source": "IPIGFEDPUR_V",
-      "description": "Purchased feedstuffs for pigs Value"
-    },
-    "F67": {
-      "source": "IPLTRFEDPUR_V",
-      "description": "Purchased feedstuffs for poultry and other small animals Value"
-    },
-    "F68": {
-      "source": "ILVFEDFPR_V",
-      "description": "Farm-produced feedstuffs for grazing stock (equines, ruminants) Valu"
-    },
-    "F69": {
-      "source": "IPIGFEDFPR_V",
-      "description": "Farm-produced feedstuffs for pigs Value"
-    },
-    "F70": {
-      "source": "IPLTRFEDFPR_V",
-      "description": "Farm-produced feedstuffs for poultry and other small animals Value"
-    },
-    "F71": {
-      "source": "ILOTH_VET_V",
-      "description": "Other veterinary expenses"
-    },
-    "F72": {
-      "source": "ISEDPUR_V",
-      "description": "Seeds and seedlings purchased Value"
-    },
-    "F73": {
-      "source": "ISEDFPR_V",
-      "description": "Seeds and seedlings produced and used on the farm Value"
-    },
-    "F74": {
-      "source": "IFERT_V",
-      "description": "Fertilisers and soil improvers Value"
-    },
-    "F75": {
-      "source": "IPROT_V",
-      "description": "Crop protection products Value"
-    },
-    "F76": {
-      "source": "ICRPOTH_V",
-      "description": "Other specific crop costs Value"
-    },
-    "F77": {
-      "source": "IFRST_V",
-      "description": "Specific costs for forestry and wood processing Value"
-    },
-    "F78": {
-      "source": "IUPKPLND_V",
-      "description": "Current upkeep of land improvements and buildings Value"
-    },
-    "F79": {
-      "source": "IELE_V",
-      "description": "Farming overheads. Electricity. Value"
-    },
-    "F80": {
-      "source": "IHFULS_V",
-      "description": "Heating fuels Value"
-    },
-    "F81": {
-      "source": "IWATR_V",
-      "description": "Water Value"
-    },
-    "F82": {
-      "source": "IOTHINS_AGR_V",
-      "description": "insurance"
-    },
-    "F83": {
-      "source": "ITAX_V",
-      "description": "Taxes and other dues Value"
-    },
-    "F85": {
-      "source": "IRNT_V",
-      "description": "Rent paid, total Value"
-    },
-    "F86": {
-      "source": "ILNDRNT_V",
-      "description": "Rent paid for land Value"
-    },
-    "F88": {
-      "source": "ILNDTAX_V",
-      "description": "Taxes on land and buildings Val"
-    }
-  },
-  "livestock": {
-    "animals": {
-      "DCOW": {
-        "description": "Dairy cows",
-        "columns": {
-          "LEVL": "LCOWDAIR_AN+LBUFDAIRPRS_AN",
-          "OV": "LCOWDAIR_OV+LBUFDAIRPRS_OV",
-          "CV": "LCOWDAIR_CV+LBUFDAIRPRS_CV",
-          "PV": "LCOWDAIR_PV+LBUFDAIRPRS_PV",
-          "PN": "LCOWDAIR_PN+LBUFDAIRPRS_PN",
-          "SV": "LCOWDAIR_SV+LBUFDAIRPRS_SV",
-          "SN": "LCOWDAIR_SN+LBUFDAIRPRS_SN",
-          "FCV": "LCOWDAIR_FCV+LBUFDAIRPRS_FCV",
-          "FCN": "LCOWDAIR_FCN+LBUFDAIRPRS_FCN",
-          "FUV": "LCOWDAIR_FUV+LBUFDAIRPRS_FUV",
-          "FUN": "LCOWDAIR_FUN+LBUFDAIRPRS_FUN"
-        }
-      },
-      "SCOW": {
-        "description": "Other cows. Average number",
-        "columns": {
-          "LEVL": "LCOWOTH_AN",
-          "OV": "LCOWOTH_OV",
-          "CV": "LCOWOTH_CV",
-          "PV": "LCOWOTH_PV",
-          "PN": "LCOWOTH_PN",
-          "SV": "LCOWOTH_SV",
-          "SN": "LCOWOTH_SN",
-          "FCV": "LCOWOTH_FCV",
-          "FCN": "LCOWOTH_FUN",
-          "FUV": "LCOWOTH_FUV",
-          "FUN": "LCOWOTH_FUN"
-        }
-      },
-      "BULF": {
-        "description": "Bovine animals, >= 1 < 2 y.o., male + Male bovine animals, >= 2 y.o.",
-        "columns": {
-          "LEVL": "LBOV1_2M_AN + LBOV2_AN",
-          "OV": "LBOV1_2M_OV + LBOV2_OV",
-          "CV": "LBOV1_2M_CV + LBOV2_CV",
-          "PV": "LBOV1_2M_PV + LBOV2_PV",
-          "PN": "LBOV1_2M_PN + LBOV2_PN",
-          "SV": "LBOV1_2M_SV + LBOV2_SV",
-          "SN": "LBOV1_2M_SN + LBOV2_SN",
-          "FCV": "LBOV1_2M_FCV + LBOV2_FCV",
-          "FCN": "LBOV1_2M_FCN + LBOV2_FCN",
-          "FUV": "LBOV1_2M_FUV + LBOV2_FUV",
-          "FUN": "LBOV1_2M_FUN + LBOV2_FUN"
-        }
-      }
-    },
-    "production": {}
-  },
-  "subsidies": {
-    "SA1OTHSUB_2_V": {
-      "source": "SA1OTHSUB_2_V",
-      "description": ""
-    },
-    "SA1OTHSUB_V": {
-      "source": "SA1OTHSUB_V",
-      "description": ""
-    },
-    "SA2OTHSUB_2_V": {
-      "source": "SA2OTHSUB_2_V",
-      "description": ""
-    },
-    "SA2OTHSUB_V": {
-      "source": "SA2OTHSUB_V",
-      "description": ""
-    },
-    "SA68ANIMOTHSUB_1_V": {
-      "source": "SA68ANIMOTHSUB_1_V",
-      "description": ""
-    },
-    "SA68ANIMOTHSUB_V": {
-      "source": "SA68ANIMOTHSUB_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_1_V": {
-      "source": "SA68BEFSECSUB_1_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_2_V": {
-      "source": "SA68BEFSECSUB_2_V",
-      "description": ""
-    },
-    "SA68BEFSECSUB_V": {
-      "source": "SA68BEFSECSUB_V",
-      "description": ""
-    },
-    "SA68COSTSUB_1_V": {
-      "source": "SA68COSTSUB_1_V",
-      "description": ""
-    },
-    "SA68COSTSUB_3_V": {
-      "source": "SA68COSTSUB_3_V",
-      "description": ""
-    },
-    "SA68COSTSUB_V": {
-      "source": "SA68COSTSUB_V",
-      "description": ""
-    },
-    "SA68CRPOTHSUB_1_V": {
-      "source": "SA68CRPOTHSUB_1_V",
-      "description": ""
-    },
-    "SA68CRPOTHSUB_V": {
-      "source": "SA68CRPOTHSUB_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_1_V": {
-      "source": "SA68DAIRSECSUB_1_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_2_V": {
-      "source": "SA68DAIRSECSUB_2_V",
-      "description": ""
-    },
-    "SA68DAIRSECSUB_V": {
-      "source": "SA68DAIRSECSUB_V",
-      "description": ""
-    },
-    "SA68OTHXCOSTSUB_1_V": {
-      "source": "SA68OTHXCOSTSUB_1_V",
-      "description": ""
-    },
-    "SA68OTHXCOSTSUB_V": {
-      "source": "SA68OTHXCOSTSUB_V",
-      "description": ""
-    },
-    "SA68RICESECSUB_1_V": {
-      "source": "SA68RICESECSUB_1_V",
-      "description": ""
-    },
-    "SA68RICESECSUB_V": {
-      "source": "SA68RICESECSUB_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_1_V": {
-      "source": "SA68SHEPGTSECSUB_1_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_2_V": {
-      "source": "SA68SHEPGTSECSUB_2_V",
-      "description": ""
-    },
-    "SA68SHEPGTSECSUB_V": {
-      "source": "SA68SHEPGTSECSUB_V",
-      "description": ""
-    },
-    "SAEAWSUB_2_V": {
-      "source": "SAEAWSUB_2_V",
-      "description": ""
-    },
-    "SAEAWSUB_3_V": {
-      "source": "SAEAWSUB_3_V",
-      "description": ""
-    },
-    "SAEAWSUB_V": {
-      "source": "SAEAWSUB_V",
-      "description": ""
-    },
-    "SAFR_N": {
-      "source": "SAFR_N",
-      "description": ""
-    },
-    "SAGRFR_N": {
-      "source": "SAGRFR_N",
-      "description": ""
-    },
-    "SAGRPRCTCLIMENVSUBGR_T": {
-      "source": "SAGRPRCTCLIMENVSUBGR_T",
-      "description": ""
-    },
-    "SANC_1_V": {
-      "source": "SANC_1_V",
-      "description": ""
-    },
-    "SANC_2_V": {
-      "source": "SANC_2_V",
-      "description": ""
-    },
-    "SANC_V": {
-      "source": "SANC_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_1_V": {
-      "source": "SANIMNODEFSUB_1_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_2_V": {
-      "source": "SANIMNODEFSUB_2_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_3_V": {
-      "source": "SANIMNODEFSUB_3_V",
-      "description": ""
-    },
-    "SANIMNODEFSUB_V": {
-      "source": "SANIMNODEFSUB_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_2_V": {
-      "source": "SANIMOTHPURSUB_2_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_3_V": {
-      "source": "SANIMOTHPURSUB_3_V",
-      "description": ""
-    },
-    "SANIMOTHPURSUB_V": {
-      "source": "SANIMOTHPURSUB_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_1_V": {
-      "source": "SANIMSUBDPOTH_1_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_2_V": {
-      "source": "SANIMSUBDPOTH_2_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_3_V": {
-      "source": "SANIMSUBDPOTH_3_V",
-      "description": ""
-    },
-    "SANIMSUBDPOTH_V": {
-      "source": "SANIMSUBDPOTH_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_1_2_N": {
-      "source": "SANIMSUBSHROT_1_2_N",
-      "description": ""
-    },
-    "SANIMSUBSHROT_1_V": {
-      "source": "SANIMSUBSHROT_1_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_3_2_N": {
-      "source": "SANIMSUBSHROT_3_2_N",
-      "description": ""
-    },
-    "SANIMSUBSHROT_3_V": {
-      "source": "SANIMSUBSHROT_3_V",
-      "description": ""
-    },
-    "SANIMSUBSHROT_V": {
-      "source": "SANIMSUBSHROT_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_1_V": {
-      "source": "SANIMSUBSILK_1_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_3_V": {
-      "source": "SANIMSUBSILK_3_V",
-      "description": ""
-    },
-    "SANIMSUBSILK_V": {
-      "source": "SANIMSUBSILK_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_1_V": {
-      "source": "SARACRPNODEFSUB_1_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_3_V": {
-      "source": "SARACRPNODEFSUB_3_V",
-      "description": ""
-    },
-    "SARACRPNODEFSUB_V": {
-      "source": "SARACRPNODEFSUB_V",
-      "description": ""
-    },
-    "SBEFPURSUB_2_V": {
-      "source": "SBEFPURSUB_2_V",
-      "description": ""
-    },
-    "SBEFPURSUB_3_V": {
-      "source": "SBEFPURSUB_3_V",
-      "description": ""
-    },
-    "SBEFPURSUB_V": {
-      "source": "SBEFPURSUB_V",
-      "description": ""
-    },
-    "SBEFSUB_1_1_N": {
-      "source": "SBEFSUB_1_1_N",
-      "description": ""
-    },
-    "SBEFSUB_1_V": {
-      "source": "SBEFSUB_1_V",
-      "description": ""
-    },
-    "SBEFSUB_2_1_N": {
-      "source": "SBEFSUB_2_1_N",
-      "description": ""
-    },
-    "SBEFSUB_2_V": {
-      "source": "SBEFSUB_2_V",
-      "description": ""
-    },
-    "SBEFSUB_3_1_N": {
-      "source": "SBEFSUB_3_1_N",
-      "description": ""
-    },
-    "SBEFSUB_3_V": {
-      "source": "SBEFSUB_3_V",
-      "description": ""
-    },
-    "SBEFSUB_V": {
-      "source": "SBEFSUB_V",
-      "description": ""
-    },
-    "SBERNUTSUB_1_V": {
-      "source": "SBERNUTSUB_1_V",
-      "description": ""
-    },
-    "SBERNUTSUB_3_V": {
-      "source": "SBERNUTSUB_3_V",
-      "description": ""
-    },
-    "SBERNUTSUB_V": {
-      "source": "SBERNUTSUB_V",
-      "description": ""
-    },
-    "SBFR_N": {
-      "source": "SBFR_N",
-      "description": ""
-    },
-    "SBPS_1_1_N": {
-      "source": "SBPS_1_1_N",
-      "description": ""
-    },
-    "SBPS_1_2_N": {
-      "source": "SBPS_1_2_N",
-      "description": ""
-    },
-    "SBPS_1_3_N": {
-      "source": "SBPS_1_3_N",
-      "description": ""
-    },
-    "SBPS_1_V": {
-      "source": "SBPS_1_V",
-      "description": ""
-    },
-    "SBPS_2_1_N": {
-      "source": "SBPS_2_1_N",
-      "description": ""
-    },
-    "SBPS_2_2_N": {
-      "source": "SBPS_2_2_N",
-      "description": ""
-    },
-    "SBPS_2_3_N": {
-      "source": "SBPS_2_3_N",
-      "description": ""
-    },
-    "SBPS_2_V": {
-      "source": "SBPS_2_V",
-      "description": ""
-    },
-    "SBPS_3_1_N": {
-      "source": "SBPS_3_1_N",
-      "description": ""
-    },
-    "SBPS_3_2_N": {
-      "source": "SBPS_3_2_N",
-      "description": ""
-    },
-    "SBPS_3_3_N": {
-      "source": "SBPS_3_3_N",
-      "description": ""
-    },
-    "SBPS_3_V": {
-      "source": "SBPS_3_V",
-      "description": ""
-    },
-    "SBPS_V": {
-      "source": "SBPS_V",
-      "description": ""
-    },
-    "SCATLSUB_1_V": {
-      "source": "SCATLSUB_1_V",
-      "description": ""
-    },
-    "SCATLSUB_3_V": {
-      "source": "SCATLSUB_3_V",
-      "description": ""
-    },
-    "SCATLSUB_V": {
-      "source": "SCATLSUB_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_1_V": {
-      "source": "SCITRPLTSSUB_1_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_3_V": {
-      "source": "SCITRPLTSSUB_3_V",
-      "description": ""
-    },
-    "SCITRPLTSSUB_V": {
-      "source": "SCITRPLTSSUB_V",
-      "description": ""
-    },
-    "SCOPSUB_1_V": {
-      "source": "SCOPSUB_1_V",
-      "description": ""
-    },
-    "SCOPSUB_3_V": {
-      "source": "SCOPSUB_3_V",
-      "description": ""
-    },
-    "SCOPSUB_V": {
-      "source": "SCOPSUB_V",
-      "description": ""
-    },
-    "SCOPSUBCER_1_2_N": {
-      "source": "SCOPSUBCER_1_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_1_3_N": {
-      "source": "SCOPSUBCER_1_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_1_V": {
-      "source": "SCOPSUBCER_1_V",
-      "description": ""
-    },
-    "SCOPSUBCER_2_2_N": {
-      "source": "SCOPSUBCER_2_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_2_3_N": {
-      "source": "SCOPSUBCER_2_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_2_V": {
-      "source": "SCOPSUBCER_2_V",
-      "description": ""
-    },
-    "SCOPSUBCER_3_2_N": {
-      "source": "SCOPSUBCER_3_2_N",
-      "description": ""
-    },
-    "SCOPSUBCER_3_3_N": {
-      "source": "SCOPSUBCER_3_3_N",
-      "description": ""
-    },
-    "SCOPSUBCER_3_V": {
-      "source": "SCOPSUBCER_3_V",
-      "description": ""
-    },
-    "SCOPSUBCER_V": {
-      "source": "SCOPSUBCER_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_1_V": {
-      "source": "SCOPSUBOIL_1_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_2_V": {
-      "source": "SCOPSUBOIL_2_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_3_V": {
-      "source": "SCOPSUBOIL_3_V",
-      "description": ""
-    },
-    "SCOPSUBOIL_V": {
-      "source": "SCOPSUBOIL_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_1_V": {
-      "source": "SCOPSUBPROT_1_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_2_V": {
-      "source": "SCOPSUBPROT_2_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_3_V": {
-      "source": "SCOPSUBPROT_3_V",
-      "description": ""
-    },
-    "SCOPSUBPROT_V": {
-      "source": "SCOPSUBPROT_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_1_V": {
-      "source": "SCOSTOTHSUB_1_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_2_V": {
-      "source": "SCOSTOTHSUB_2_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_3_V": {
-      "source": "SCOSTOTHSUB_3_V",
-      "description": ""
-    },
-    "SCOSTOTHSUB_V": {
-      "source": "SCOSTOTHSUB_V",
-      "description": ""
-    },
-    "SCOTNSUB_1_V": {
-      "source": "SCOTNSUB_1_V",
-      "description": ""
-    },
-    "SCOTNSUB_3_V": {
-      "source": "SCOTNSUB_3_V",
-      "description": ""
-    },
-    "SCOTNSUB_V": {
-      "source": "SCOTNSUB_V",
-      "description": ""
-    },
-    "SCRPCATCH_N": {
-      "source": "SCRPCATCH_N",
-      "description": ""
-    },
-    "SCRPCOSTSUB_1_V": {
-      "source": "SCRPCOSTSUB_1_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_2_V": {
-      "source": "SCRPCOSTSUB_2_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_3_V": {
-      "source": "SCRPCOSTSUB_3_V",
-      "description": ""
-    },
-    "SCRPCOSTSUB_V": {
-      "source": "SCRPCOSTSUB_V",
-      "description": ""
-    },
-    "SCRPDVRSUBGR_N": {
-      "source": "SCRPDVRSUBGR_N",
-      "description": ""
-    },
-    "SCRPDVRSUBGR_T": {
-      "source": "SCRPDVRSUBGR_T",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_1_V": {
-      "source": "SCRPINDOTHSUB_1_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_2_V": {
-      "source": "SCRPINDOTHSUB_2_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_3_V": {
-      "source": "SCRPINDOTHSUB_3_V",
-      "description": ""
-    },
-    "SCRPINDOTHSUB_V": {
-      "source": "SCRPINDOTHSUB_V",
-      "description": ""
-    },
-    "SCRPINDSUB_1_V": {
-      "source": "SCRPINDSUB_1_V",
-      "description": ""
-    },
-    "SCRPINDSUB_3_V": {
-      "source": "SCRPINDSUB_3_V",
-      "description": ""
-    },
-    "SCRPINDSUB_V": {
-      "source": "SCRPINDSUB_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_1_V": {
-      "source": "SCRPINDSUBCHIC_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_2_V": {
-      "source": "SCRPINDSUBCHIC_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_3_V": {
-      "source": "SCRPINDSUBCHIC_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBCHIC_V": {
-      "source": "SCRPINDSUBCHIC_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_1_V": {
-      "source": "SCRPINDSUBFLAX_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_2_V": {
-      "source": "SCRPINDSUBFLAX_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_3_V": {
-      "source": "SCRPINDSUBFLAX_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBFLAX_V": {
-      "source": "SCRPINDSUBFLAX_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_1_V": {
-      "source": "SCRPINDSUBHEMP_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_2_V": {
-      "source": "SCRPINDSUBHEMP_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_3_V": {
-      "source": "SCRPINDSUBHEMP_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBHEMP_V": {
-      "source": "SCRPINDSUBHEMP_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_1_V": {
-      "source": "SCRPINDSUBHOP_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_2_V": {
-      "source": "SCRPINDSUBHOP_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_3_V": {
-      "source": "SCRPINDSUBHOP_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBHOP_V": {
-      "source": "SCRPINDSUBHOP_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_1_V": {
-      "source": "SCRPINDSUBLEG_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_3_V": {
-      "source": "SCRPINDSUBLEG_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBLEG_V": {
-      "source": "SCRPINDSUBLEG_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_1_V": {
-      "source": "SCRPINDSUBRICE_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_3_V": {
-      "source": "SCRPINDSUBRICE_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBRICE_V": {
-      "source": "SCRPINDSUBRICE_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_1_V": {
-      "source": "SCRPINDSUBSUGCN_1_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_2_V": {
-      "source": "SCRPINDSUBSUGCN_2_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_3_V": {
-      "source": "SCRPINDSUBSUGCN_3_V",
-      "description": ""
-    },
-    "SCRPINDSUBSUGCN_V": {
-      "source": "SCRPINDSUBSUGCN_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_2_N": {
-      "source": "SCRPPERMNDEFSUB_1_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_3_N": {
-      "source": "SCRPPERMNDEFSUB_1_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_1_V": {
-      "source": "SCRPPERMNDEFSUB_1_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_2_N": {
-      "source": "SCRPPERMNDEFSUB_2_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_3_N": {
-      "source": "SCRPPERMNDEFSUB_2_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_2_V": {
-      "source": "SCRPPERMNDEFSUB_2_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_2_N": {
-      "source": "SCRPPERMNDEFSUB_3_2_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_3_N": {
-      "source": "SCRPPERMNDEFSUB_3_3_N",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_3_V": {
-      "source": "SCRPPERMNDEFSUB_3_V",
-      "description": ""
-    },
-    "SCRPPERMNDEFSUB_V": {
-      "source": "SCRPPERMNDEFSUB_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_1_V": {
-      "source": "SCRPPERMSUBBERRY_1_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_2_V": {
-      "source": "SCRPPERMSUBBERRY_2_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_3_V": {
-      "source": "SCRPPERMSUBBERRY_3_V",
-      "description": ""
-    },
-    "SCRPPERMSUBBERRY_V": {
-      "source": "SCRPPERMSUBBERRY_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_1_V": {
-      "source": "SCRPPERMSUBNUT_1_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_2_V": {
-      "source": "SCRPPERMSUBNUT_2_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_3_V": {
-      "source": "SCRPPERMSUBNUT_3_V",
-      "description": ""
-    },
-    "SCRPPERMSUBNUT_V": {
-      "source": "SCRPPERMSUBNUT_V",
-      "description": ""
-    },
-    "SDAIRSUB_1_1_N": {
-      "source": "SDAIRSUB_1_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_1_3_N": {
-      "source": "SDAIRSUB_1_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_1_V": {
-      "source": "SDAIRSUB_1_V",
-      "description": ""
-    },
-    "SDAIRSUB_2_1_N": {
-      "source": "SDAIRSUB_2_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_2_3_N": {
-      "source": "SDAIRSUB_2_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_2_V": {
-      "source": "SDAIRSUB_2_V",
-      "description": ""
-    },
-    "SDAIRSUB_3_1_N": {
-      "source": "SDAIRSUB_3_1_N",
-      "description": ""
-    },
-    "SDAIRSUB_3_3_N": {
-      "source": "SDAIRSUB_3_3_N",
-      "description": ""
-    },
-    "SDAIRSUB_3_V": {
-      "source": "SDAIRSUB_3_V",
-      "description": ""
-    },
-    "SDAIRSUB_V": {
-      "source": "SDAIRSUB_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_1_V": {
-      "source": "SDIFPRVSACCYRS_1_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_2_V": {
-      "source": "SDIFPRVSACCYRS_2_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_3_V": {
-      "source": "SDIFPRVSACCYRS_3_V",
-      "description": ""
-    },
-    "SDIFPRVSACCYRS_V": {
-      "source": "SDIFPRVSACCYRS_V",
-      "description": ""
-    },
-    "SDRYFODSUB_1_V": {
-      "source": "SDRYFODSUB_1_V",
-      "description": ""
-    },
-    "SDRYFODSUB_3_V": {
-      "source": "SDRYFODSUB_3_V",
-      "description": ""
-    },
-    "SDRYFODSUB_V": {
-      "source": "SDRYFODSUB_V",
-      "description": ""
-    },
-    "SDSTRSUB_1_V": {
-      "source": "SDSTRSUB_1_V",
-      "description": ""
-    },
-    "SDSTRSUB_2_V": {
-      "source": "SDSTRSUB_2_V",
-      "description": ""
-    },
-    "SDSTRSUB_3_V": {
-      "source": "SDSTRSUB_3_V",
-      "description": ""
-    },
-    "SDSTRSUB_V": {
-      "source": "SDSTRSUB_V",
-      "description": ""
-    },
-    "SEFASUBGR_N": {
-      "source": "SEFASUBGR_N",
-      "description": ""
-    },
-    "SEFASUBGR_T": {
-      "source": "SEFASUBGR_T",
-      "description": ""
-    },
-    "SELSUB_1_V": {
-      "source": "SELSUB_1_V",
-      "description": ""
-    },
-    "SELSUB_2_V": {
-      "source": "SELSUB_2_V",
-      "description": ""
-    },
-    "SELSUB_3_V": {
-      "source": "SELSUB_3_V",
-      "description": ""
-    },
-    "SELSUB_V": {
-      "source": "SELSUB_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_1_V": {
-      "source": "SFEDGRZLVSUB_1_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_2_V": {
-      "source": "SFEDGRZLVSUB_2_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_3_V": {
-      "source": "SFEDGRZLVSUB_3_V",
-      "description": ""
-    },
-    "SFEDGRZLVSUB_V": {
-      "source": "SFEDGRZLVSUB_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_1_V": {
-      "source": "SFEDPIGSUB_1_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_2_V": {
-      "source": "SFEDPIGSUB_2_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_3_V": {
-      "source": "SFEDPIGSUB_3_V",
-      "description": ""
-    },
-    "SFEDPIGSUB_V": {
-      "source": "SFEDPIGSUB_V",
-      "description": ""
-    },
-    "SFLNDSUBGR_N": {
-      "source": "SFLNDSUBGR_N",
-      "description": ""
-    },
-    "SFLSHTGSUB_1_V": {
-      "source": "SFLSHTGSUB_1_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_2_V": {
-      "source": "SFLSHTGSUB_2_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_3_V": {
-      "source": "SFLSHTGSUB_3_V",
-      "description": ""
-    },
-    "SFLSHTGSUB_V": {
-      "source": "SFLSHTGSUB_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_1_V": {
-      "source": "SFLSMTRSUB_1_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_2_V": {
-      "source": "SFLSMTRSUB_2_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_3_V": {
-      "source": "SFLSMTRSUB_3_V",
-      "description": ""
-    },
-    "SFLSMTRSUB_V": {
-      "source": "SFLSMTRSUB_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_1_V": {
-      "source": "SFLWLNDSUB_1_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_3_V": {
-      "source": "SFLWLNDSUB_3_V",
-      "description": ""
-    },
-    "SFLWLNDSUB_V": {
-      "source": "SFLWLNDSUB_V",
-      "description": ""
-    },
-    "SFRSUB_2_V": {
-      "source": "SFRSUB_2_V",
-      "description": ""
-    },
-    "SFRSUB_V": {
-      "source": "SFRSUB_V",
-      "description": ""
-    },
-    "SFRSUBIMP_2_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SFRSUBIMP_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SFRSUBN2000_2_V": {
-      "source": "SFRSUBN2000_2_V",
-      "description": ""
-    },
-    "SFRSUBN2000_V": {
-      "source": "SFRSUBN2000_V",
-      "description": ""
-    },
-    "SFRTSUB_1_V": {
-      "source": "SFRTSUB_1_V",
-      "description": ""
-    },
-    "SFRTSUB_2_V": {
-      "source": "SFRTSUB_2_V",
-      "description": ""
-    },
-    "SFRTSUB_3_V": {
-      "source": "SFRTSUB_3_V",
-      "description": ""
-    },
-    "SFRTSUB_V": {
-      "source": "SFRTSUB_V",
-      "description": ""
-    },
-    "SFRUTVEGSUB_1_V": {
-      "source": "SFRUTVEGSUB_1_V",
-      "description": ""
-    },
-    "SFRUTVEGSUB_V": {
-      "source": "SFRUTVEGSUB_V",
-      "description": ""
-    },
-    "SINSSUB_1_V": {
-      "source": "SINSSUB_1_V",
-      "description": ""
-    },
-    "SINSSUB_2_V": {
-      "source": "SINSSUB_2_V",
-      "description": ""
-    },
-    "SINSSUB_3_V": {
-      "source": "SINSSUB_3_V",
-      "description": ""
-    },
-    "SINSSUB_V": {
-      "source": "SINSSUB_V",
-      "description": ""
-    },
-    "SINTSUB_1_V": {
-      "source": "SINTSUB_1_V",
-      "description": ""
-    },
-    "SINTSUB_2_V": {
-      "source": "SINTSUB_2_V",
-      "description": ""
-    },
-    "SINTSUB_3_V": {
-      "source": "SINTSUB_3_V",
-      "description": ""
-    },
-    "SINTSUB_V": {
-      "source": "SINTSUB_V",
-      "description": ""
-    },
-    "SINVSUB_2_V": {
-      "source": "SINVSUB_2_V",
-      "description": ""
-    },
-    "SINVSUB_3_V": {
-      "source": "SINVSUB_3_V",
-      "description": ""
-    },
-    "SINVSUB_V": {
-      "source": "SINVSUB_V",
-      "description": ""
-    },
-    "SLNDS_N": {
-      "source": "SLNDS_N",
-      "description": ""
-    },
-    "SLNTL_N": {
-      "source": "SLNTL_N",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_2_V": {
-      "source": "SLVDAIRPURSUB_2_V",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_3_V": {
-      "source": "SLVDAIRPURSUB_3_V",
-      "description": ""
-    },
-    "SLVDAIRPURSUB_V": {
-      "source": "SLVDAIRPURSUB_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_1_V": {
-      "source": "SLVOTHCOSTSUB_1_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_2_V": {
-      "source": "SLVOTHCOSTSUB_2_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_3_V": {
-      "source": "SLVOTHCOSTSUB_3_V",
-      "description": ""
-    },
-    "SLVOTHCOSTSUB_V": {
-      "source": "SLVOTHCOSTSUB_V",
-      "description": ""
-    },
-    "SN2000SUB_2_V": {
-      "source": "SN2000SUB_2_V",
-      "description": ""
-    },
-    "SN2000SUB_V": {
-      "source": "SN2000SUB_V",
-      "description": ""
-    },
-    "SNFC_N": {
-      "source": "SNFC_N",
-      "description": ""
-    },
-    "SNHNDMNTSUB_2_V": {
-      "source": "SNHNDMNTSUB_2_V",
-      "description": ""
-    },
-    "SNHNDMNTSUB_V": {
-      "source": "SNHNDMNTSUB_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_1_V": {
-      "source": "SNO1K2KSUB_1_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_2_V": {
-      "source": "SNO1K2KSUB_2_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_3_V": {
-      "source": "SNO1K2KSUB_3_V",
-      "description": ""
-    },
-    "SNO1K2KSUB_V": {
-      "source": "SNO1K2KSUB_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_1_V": {
-      "source": "SNRPCOTNSUB_1_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_3_V": {
-      "source": "SNRPCOTNSUB_3_V",
-      "description": ""
-    },
-    "SNRPCOTNSUB_V": {
-      "source": "SNRPCOTNSUB_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_1_V": {
-      "source": "SOGACOSTSUB_1_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_2_V": {
-      "source": "SOGACOSTSUB_2_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_3_V": {
-      "source": "SOGACOSTSUB_3_V",
-      "description": ""
-    },
-    "SOGACOSTSUB_V": {
-      "source": "SOGACOSTSUB_V",
-      "description": ""
-    },
-    "SORGSUB_2_V": {
-      "source": "SORGSUB_2_V",
-      "description": ""
-    },
-    "SORGSUB_3_V": {
-      "source": "SORGSUB_3_V",
-      "description": ""
-    },
-    "SORGSUB_V": {
-      "source": "SORGSUB_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_1_V": {
-      "source": "SOTHEXCPSUB_1_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_2_V": {
-      "source": "SOTHEXCPSUB_2_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_3_V": {
-      "source": "SOTHEXCPSUB_3_V",
-      "description": ""
-    },
-    "SOTHEXCPSUB_V": {
-      "source": "SOTHEXCPSUB_V",
-      "description": ""
-    },
-    "SPEA_N": {
-      "source": "SPEA_N",
-      "description": ""
-    },
-    "SPERMGRSN2000_T": {
-      "source": "SPERMGRSN2000_T",
-      "description": ""
-    },
-    "SPERMGRSNON2000_T": {
-      "source": "SPERMGRSNON2000_T",
-      "description": ""
-    },
-    "SPERMGRSSUB_1_V": {
-      "source": "SPERMGRSSUB_1_V",
-      "description": ""
-    },
-    "SPERMGRSSUB_3_V": {
-      "source": "SPERMGRSSUB_3_V",
-      "description": ""
-    },
-    "SPERMGRSSUB_V": {
-      "source": "SPERMGRSSUB_V",
-      "description": ""
-    },
-    "SPERMGRSSUBGR_N": {
-      "source": "SPERMGRSSUBGR_N",
-      "description": ""
-    },
-    "SPERMGRSSUBGR_T": {
-      "source": "SPERMGRSSUBGR_T",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_2_V": {
-      "source": "SPIGPLTRPURSUB_2_V",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_3_V": {
-      "source": "SPIGPLTRPURSUB_3_V",
-      "description": ""
-    },
-    "SPIGPLTRPURSUB_V": {
-      "source": "SPIGPLTRPURSUB_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_1_N": {
-      "source": "SPIGPLTRSUB_1_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_3_N": {
-      "source": "SPIGPLTRSUB_1_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_1_V": {
-      "source": "SPIGPLTRSUB_1_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_1_N": {
-      "source": "SPIGPLTRSUB_2_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_3_N": {
-      "source": "SPIGPLTRSUB_2_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_2_V": {
-      "source": "SPIGPLTRSUB_2_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_1_N": {
-      "source": "SPIGPLTRSUB_3_1_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_3_N": {
-      "source": "SPIGPLTRSUB_3_3_N",
-      "description": ""
-    },
-    "SPIGPLTRSUB_3_V": {
-      "source": "SPIGPLTRSUB_3_V",
-      "description": ""
-    },
-    "SPIGPLTRSUB_V": {
-      "source": "SPIGPLTRSUB_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_1_V": {
-      "source": "SPLTSOILSUB_1_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_3_V": {
-      "source": "SPLTSOILSUB_3_V",
-      "description": ""
-    },
-    "SPLTSOILSUB_V": {
-      "source": "SPLTSOILSUB_V",
-      "description": ""
-    },
-    "SPLTVINSUB_1_V": {
-      "source": "SPLTVINSUB_1_V",
-      "description": ""
-    },
-    "SPLTVINSUB_3_V": {
-      "source": "SPLTVINSUB_3_V",
-      "description": ""
-    },
-    "SPLTVINSUB_V": {
-      "source": "SPLTVINSUB_V",
-      "description": ""
-    },
-    "SPMSFSUB_1_V": {
-      "source": "SPMSFSUB_1_V",
-      "description": ""
-    },
-    "SPMSFSUB_3_V": {
-      "source": "SPMSFSUB_3_V",
-      "description": ""
-    },
-    "SPMSFSUB_V": {
-      "source": "SPMSFSUB_V",
-      "description": ""
-    },
-    "SPOTSUB_1_V": {
-      "source": "SPOTSUB_1_V",
-      "description": ""
-    },
-    "SPOTSUB_3_V": {
-      "source": "SPOTSUB_3_V",
-      "description": ""
-    },
-    "SPOTSUB_V": {
-      "source": "SPOTSUB_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_1_V": {
-      "source": "SPOTSUBOWST_1_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_2_V": {
-      "source": "SPOTSUBOWST_2_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_3_V": {
-      "source": "SPOTSUBOWST_3_V",
-      "description": ""
-    },
-    "SPOTSUBOWST_V": {
-      "source": "SPOTSUBOWST_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_1_V": {
-      "source": "SPRCTCLIMENV_1_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_2_V": {
-      "source": "SPRCTCLIMENV_2_V",
-      "description": ""
-    },
-    "SPRCTCLIMENV_V": {
-      "source": "SPRCTCLIMENV_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_1_V": {
-      "source": "SPRTCRPSUB_1_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_2_V": {
-      "source": "SPRTCRPSUB_2_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_3_V": {
-      "source": "SPRTCRPSUB_3_V",
-      "description": ""
-    },
-    "SPRTCRPSUB_V": {
-      "source": "SPRTCRPSUB_V",
-      "description": ""
-    },
-    "SPS1300_V": {
-      "source": "SPS1300_V",
-      "description": ""
-    },
-    "SPS1300_1_V": {
-      "source": "SPS1300_1_V",
-      "description": ""
-    },
-    "SRDOTHSUB_2_V": {
-      "source": "SRDOTHSUB_2_V",
-      "description": ""
-    },
-    "SRDOTHSUB_V": {
-      "source": "SRDOTHSUB_V",
-      "description": ""
-    },
-    "SSAPS_1_2_N": {
-      "source": "SSAPS_1_2_N",
-      "description": ""
-    },
-    "SSAPS_1_V": {
-      "source": "SSAPS_1_V",
-      "description": ""
-    },
-    "SSAPS_2_2_N": {
-      "source": "SSAPS_2_2_N",
-      "description": ""
-    },
-    "SSAPS_2_V": {
-      "source": "SSAPS_2_V",
-      "description": ""
-    },
-    "SSAPS_3_2_N": {
-      "source": "SSAPS_3_2_N",
-      "description": ""
-    },
-    "SSAPS_3_V": {
-      "source": "SSAPS_3_V",
-      "description": ""
-    },
-    "SSAPS_V": {
-      "source": "SSAPS_V",
-      "description": ""
-    },
-    "SSCOTNSUB_1_V": {
-      "source": "SSCOTNSUB_1_V",
-      "description": ""
-    },
-    "SSCOTNSUB_3_V": {
-      "source": "SSCOTNSUB_3_V",
-      "description": ""
-    },
-    "SSCOTNSUB_V": {
-      "source": "SSCOTNSUB_V",
-      "description": ""
-    },
-    "SSCOWPRM_1_V": {
-      "source": "SSCOWPRM_1_V",
-      "description": ""
-    },
-    "SSCOWPRM_2_V": {
-      "source": "SSCOWPRM_2_V",
-      "description": ""
-    },
-    "SSCOWPRM_V": {
-      "source": "SSCOWPRM_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_1_V": {
-      "source": "SSCOWPRMADD_1_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_2_V": {
-      "source": "SSCOWPRMADD_2_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_3_V": {
-      "source": "SSCOWPRMADD_3_V",
-      "description": ""
-    },
-    "SSCOWPRMADD_V": {
-      "source": "SSCOWPRMADD_V",
-      "description": ""
-    },
-    "SSDSTRSUB_2_V": {
-      "source": "SSDSTRSUB_2_V",
-      "description": ""
-    },
-    "SSDSTRSUB_V": {
-      "source": "SSDSTRSUB_V",
-      "description": ""
-    },
-    "SSEDSUB_1_V": {
-      "source": "SSEDSUB_1_V",
-      "description": ""
-    },
-    "SSEDSUB_2_V": {
-      "source": "SSEDSUB_2_V",
-      "description": ""
-    },
-    "SSEDSUB_3_V": {
-      "source": "SSEDSUB_3_V",
-      "description": ""
-    },
-    "SSEDSUB_V": {
-      "source": "SSEDSUB_V",
-      "description": ""
-    },
-    "SSFS_1_V": {
-      "source": "SSFS_1_V",
-      "description": ""
-    },
-    "SSFS_2_V": {
-      "source": "SSFS_2_V",
-      "description": ""
-    },
-    "SSFS_V": {
-      "source": "SSFS_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_1_V": {
-      "source": "SSHEPGTPRM_1_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_2_V": {
-      "source": "SSHEPGTPRM_2_V",
-      "description": ""
-    },
-    "SSHEPGTPRM_V": {
-      "source": "SSHEPGTPRM_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_1_V": {
-      "source": "SSHEPGTPRMSUP_1_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_2_V": {
-      "source": "SSHEPGTPRMSUP_2_V",
-      "description": ""
-    },
-    "SSHEPGTPRMSUP_V": {
-      "source": "SSHEPGTPRMSUP_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_2_V": {
-      "source": "SSHEPGTPURSUB_2_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_3_V": {
-      "source": "SSHEPGTPURSUB_3_V",
-      "description": ""
-    },
-    "SSHEPGTPURSUB_V": {
-      "source": "SSHEPGTPURSUB_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_1_N": {
-      "source": "SSHEPGTSUB_1_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_3_N": {
-      "source": "SSHEPGTSUB_1_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_1_V": {
-      "source": "SSHEPGTSUB_1_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_1_N": {
-      "source": "SSHEPGTSUB_2_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_3_N": {
-      "source": "SSHEPGTSUB_2_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_2_V": {
-      "source": "SSHEPGTSUB_2_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_1_N": {
-      "source": "SSHEPGTSUB_3_1_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_3_N": {
-      "source": "SSHEPGTSUB_3_3_N",
-      "description": ""
-    },
-    "SSHEPGTSUB_3_V": {
-      "source": "SSHEPGTSUB_3_V",
-      "description": ""
-    },
-    "SSHEPGTSUB_V": {
-      "source": "SSHEPGTSUB_V",
-      "description": ""
-    },
-    "SSHROT_N": {
-      "source": "SSHROT_N",
-      "description": ""
-    },
-    "SSPSN_1_V": {
-      "source": "SSPSN_1_V",
-      "description": ""
-    },
-    "SSPSN_2_V": {
-      "source": "SSPSN_2_V",
-      "description": ""
-    },
-    "SSPSN_V": {
-      "source": "SSPSN_V",
-      "description": ""
-    },
-    "SSPSPERMGRS_1_V": {
-      "source": "SSPSPERMGRS_1_V",
-      "description": ""
-    },
-    "SSPSPERMGRS_V": {
-      "source": "SSPSPERMGRS_V",
-      "description": ""
-    },
-    "SSPSS_1_V": {
-      "source": "SSPSS_1_V",
-      "description": ""
-    },
-    "SSPSS_V": {
-      "source": "SSPSS_V",
-      "description": ""
-    },
-    "SSSEDSUB_1_V": {
-      "source": "SSSEDSUB_1_V",
-      "description": ""
-    },
-    "SSSEDSUB_2_V": {
-      "source": "SSSEDSUB_2_V",
-      "description": ""
-    },
-    "SSSEDSUB_3_V": {
-      "source": "SSSEDSUB_3_V",
-      "description": ""
-    },
-    "SSSEDSUB_V": {
-      "source": "SSSEDSUB_V",
-      "description": ""
-    },
-    "SSTRFR_N": {
-      "source": "SSTRFR_N",
-      "description": ""
-    },
-    "SSUGBTSUB_1_V": {
-      "source": "SSUGBTSUB_1_V",
-      "description": ""
-    },
-    "SSUGBTSUB_3_V": {
-      "source": "SSUGBTSUB_3_V",
-      "description": ""
-    },
-    "SSUGBTSUB_V": {
-      "source": "SSUGBTSUB_V",
-      "description": ""
-    },
-    "STRC_N": {
-      "source": "STRC_N",
-      "description": ""
-    },
-    "SVEGSUB_1_V": {
-      "source": "SVEGSUB_1_V",
-      "description": ""
-    },
-    "SVEGSUB_3_V": {
-      "source": "SVEGSUB_3_V",
-      "description": ""
-    },
-    "SVEGSUB_V": {
-      "source": "SVEGSUB_V",
-      "description": ""
-    },
-    "SWATRSUB_1_V": {
-      "source": "SWATRSUB_1_V",
-      "description": ""
-    },
-    "SWATRSUB_2_V": {
-      "source": "SWATRSUB_2_V",
-      "description": ""
-    },
-    "SWATRSUB_3_V": {
-      "source": "NA",
-      "description": ""
-    },
-    "SWATRSUB_V": {
-      "source": "SWATRSUB_V",
-      "description": ""
-    },
-    "SWGSSUB_1_V": {
-      "source": "SWGSSUB_1_V",
-      "description": ""
-    },
-    "SWGSSUB_2_V": {
-      "source": "SWGSSUB_2_V",
-      "description": ""
-    },
-    "SWGSSUB_3_V": {
-      "source": "SWGSSUB_3_V",
-      "description": ""
-    },
-    "SWGSSUB_V": {
-      "source": "SWGSSUB_V",
-      "description": ""
-    },
-    "SYF_1_V": {
-      "source": "SYF_1_V",
-      "description": ""
-    },
-    "SYF_2_V": {
-      "source": "SYF_2_V",
-      "description": ""
-    },
-    "SYF_V": {
-      "source": "SYF_V",
-      "description": ""
-    }
-  }, */
-  "crops": {
-    "SWHE": {
-      "description": "Soft wheat",
-      "columns": {
-        "LEVL": "ifelse(CWHTC_A>=CWHTC_TA,CWHTC_A,CWHTC_TA)",
-        "GROF": "CWHTC_PRQ",
-        "INTF": "CWHTC_FUV",
-        "EAAP": "CWHTC_TO",
-        "UVAG": "ifelse( CWHTC_PRQ>0, CWHTC_TO/CWHTC_PRQ, 0)",
-        "UVSA": "ifelse( CWHTC_SQ>0, CWHTC_SV/CWHTC_SQ, 0 )",
-        "IRTA": "CWHTC_IRTA"
-      }
-    },
-    "DWHE": {
-      "description": "Durum wheat",
-      "columns": {
-        "LEVL": "ifelse(CWHTD_A>=CWHTD_TA,CWHTD_A,CWHTD_TA)",
-        "GROF": "CWHTD_PRQ",
-        "INTF": "CWHTD_FUV",
-        "EAAP": "CWHTD_TO",
-        "UVAG": "ifelse( CWHTD_PRQ>0, CWHTD_TO/CWHTD_PRQ, 0 )",
-        "UVSA": "ifelse( CWHTD_SQ>0, CWHTD_SV/CWHTD_SQ, 0 )",
-        "IRTA": "CWHTD_IRTA"
-      }
-    },
-    "RYEM": {
-      "description": "Rye and meslin",
-      "columns": {
-        "LEVL": "ifelse(CRYE_A>=CRYE_TA,CRYE_A,CRYE_TA)",
-        "GROF": "CRYE_PRQ",
-        "INTF": "CRYE_FUV",
-        "EAAP": "CRYE_TO",
-        "UVAG": "ifelse( CRYE_PRQ>0, CRYE_TO/CRYE_PRQ, 0 )",
-        "UVSA": "ifelse( CRYE_SQ>0, CRYE_SV/CRYE_SQ, 0 )",
-        "IRTA": "CRYE_IRA"
-      }
-    },
-    "BARL": {
-      "description": "Barley",
-      "columns": {
-        "LEVL": "ifelse(CBRL_A>=CBRL_TA,CBRL_A,CBRL_TA)",
-        "GROF": "CBRL_PRQ",
-        "INTF": "CBRL_FUV",
-        "EAAP": "CBRL_TO",
-        "UVAG": "ifelse( CBRL_PRQ>0, CBRL_TO/CBRL_PRQ, 0)",
-        "UVSA": "ifelse( CBRL_SQ>0, CBRL_SV/CBRL_SQ, 0 )",
-        "IRTA": "CBRL_IRTA"
-      }
-    },
-    "OATS": {
-      "description": "Oats",
-      "columns": {
-        "LEVL": "ifelse(COAT_A>=COAT_TA,COAT_A,COAT_TA)",
-        "GROF": "COAT_PRQ",
-        "INTF": "COAT_FUV",
-        "EAAP": "COAT_TO",
-        "UVAG": "ifelse( COAT_PRQ>0, COAT_TO/COAT_PRQ, 0 )",
-        "UVSA": "ifelse( COAT_SQ>0, COAT_SV/COAT_SQ, 0 )",
-        "IRTA": "COAT_IRA"
-      }
-    },
-    "MAIZ": {
-      "description": "Grain maize",
-      "columns": {
-        "LEVL": "ifelse(CMZ_A>=CMZ_TA,CMZ_A,CMZ_TA)",
-        "GROF": "CMZ_PRQ",
-        "INTF": "CMZ_FUV",
-        "EAAP": "CMZ_TO",
-        "UVAG": "ifelse(CMZ_PRQ>0, CMZ_TO/CMZ_PRQ, 0 )",
-        "UVSA": "ifelse(CMZ_SQ>0, CMZ_SV/CMZ_SQ, 0 )",
-        "IRTA": "CMZ_IRTA"
-      }
-    },
-    "PARI": {
-      "description": "Rice",
-      "columns": {
-        "LEVL": "ifelse(CRICE_A>=CRICE_TA,CRICE_A,CRICE_TA)",
-        "GROF": "CRICE_PRQ",
-        "INTF": "CRICE_FUV",
-        "EAAP": "CRICE_TO",
-        "UVAG": "ifelse(CRICE_PRQ>0, CRICE_TO/CRICE_PRQ, 0 )",
-        "UVSA": "ifelse(CRICE_SQ>0, CRICE_SV/CRICE_SQ, 0 )",
-        "IRTA": "CRICE_IRTA"
-      }
-    },
-    "OCER": {
-      "description": "Oth.cereals",
-      "columns": {
-        "LEVL": "ifelse(CCEROTH_A>=CCEROTH_TA,CCEROTH_A,CCEROTH_TA)",
-        "GROF": "CCEROTH_PRQ",
-        "INTF": "CCEROTH_FUV",
-        "EAAP": "CCEROTH_TO",
-        "UVAG": "ifelse( CCEROTH_PRQ>0, CCEROTH_TO/CCEROTH_PRQ, 0 )",
-        "UVSA": "ifelse( CCEROTH_SQ>0, CCEROTH_SV/CCEROTH_SQ, 0 )",
-        "IRTA": "CCEROTH_IRA"
-      }
-    },
-    "RAPE": {
-      "description": "Rape seed",
-      "columns": {
-        "LEVL": "ifelse(CRAPE_A>=CRAPE_TA,CRAPE_A,CRAPE_TA)",
-        "GROF": "CRAPE_PRQ",
-        "INTF": "CRAPE_FUV",
-        "EAAP": "CRAPE_TO",
-        "UVAG": "ifelse( CRAPE_PRQ>0, CRAPE_TO/CRAPE_PRQ, 0 )",
-        "UVSA": "ifelse( CRAPE_SQ>0, CRAPE_SV/CRAPE_SQ, 0 )",
-        "IRTA": "CRAPE_IRA"
-      }
-    },
-    "SUNF": {
-      "description": "Sunflower",
-      "columns": {
-        "LEVL": "ifelse(CSNFL_A>=CSNFL_TA,CSNFL_A,CSNFL_TA)",
-        "GROF": "CSNFL_PRQ",
-        "INTF": "CSNFL_FUV",
-        "EAAP": "CSNFL_TO",
-        "UVAG": "ifelse( CSNFL_PRQ>0, CSNFL_TO/CSNFL_PRQ, 0  )",
-        "UVSA": "ifelse( CSNFL_SQ>0, CSNFL_SV/CSNFL_SQ, 0 )",
-        "IRTA": "CSNFL_IRA"
-      }
-    },
-    "SOYA": {
-      "description": "Soya",
-      "columns": {
-        "LEVL": "ifelse(CSOYA_A>=CSOYA_TA,CSOYA_A,CSOYA_TA)",
-        "GROF": "CSOYA_PRQ",
-        "INTF": "CSOYA_FUV",
-        "EAAP": "CSOYA_TO",
-        "UVAG": "ifelse( CSOYA_PRQ>0, CSOYA_TO/CSOYA_PRQ, 0 )",
-        "UVSA": "ifelse( CSOYA_SQ>0, CSOYA_SV/CSOYA_SQ, 0 )",
-        "IRTA": "CSOYA_IRA"
-      }
-    },
-    "OOIL": {
-      "description": "Other Oil seeds(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CCRPOILOTH_A >=CCRPOILOTH_TA &CLINSED_A >=CLINSED_TA ,CCRPOILOTH_A+CLINSED_A, CLINSED_TA+CLINSED_TA )",
-        "GROF": "CCRPOILOTH_PRQ+CLINSED_PRQ",
-        "INTF": "CCRPOILOTH_FUV+CLINSED_FUV",
-        "EAAP": "CCRPOILOTH_TO + CLINSED_TO",
-        "UVAG": "ifelse(  (CCRPOILOTH_PRQ+CLINSED_PRQ)>0, (CCRPOILOTH_TO + CLINSED_TO)/(CCRPOILOTH_PRQ+CLINSED_PRQ), 0  )",
-        "UVSA": "ifelse(  (CCRPOILOTH_SQ+CLINSED_SQ)>0,  (CCRPOILOTH_SV+CLINSED_SV)/(CCRPOILOTH_SQ+CLINSED_SQ), 0  )",
-        "IRTA": "CCRPOILOTH_IRA+CLINSED_IRA"
-      }
-    },
-    "PULS_pea": {
-      "description": "Peas, field beans and sweet lupines",
-      "columns": {
-        "LEVL": "ifelse(CPEA_A>=CPEA_TA,CPEA_A,CPEA_TA)",
-        "GROF": "CPEA_PRQ",
-        "INTF": "CPEA_FUV",
-        "EAAP": "CPEA_TO",
-        "UVAG": "ifelse( (CPEA_TO)>0, (CPEA_TO)/(CPEA_PRQ), 0 )",
-        "UVSA": "ifelse( (CPEA_SQ)>0, (CPEA_SV)/(CPEA_SQ), 0 )",
-        "IRTA": "CPEA_IRA"
-      }
-    },
-    "PULS_lntls": {
-      "description": "Lentils, chickpeas and vetches",
-      "columns": {
-        "LEVL": "ifelse(CLNTL_A>=CLNTL_TA,CLNTL_A,CLNTL_TA)",
-        "GROF": "CLNTL_PRQ",
-        "INTF": "CLNTL_FUV",
-        "EAAP": "CLNTL_TO",
-        "UVAG": "ifelse( (CLNTL_TO)>0, (CLNTL_TO)/(CLNTL_PRQ), 0 )",
-        "UVSA": "ifelse( (CLNTL_SQ)>0, (CLNTL_SV)/(CLNTL_SQ), 0 )",
-        "IRTA": "CLNTL_IRA"
-      }
-    },
-    "PULS_oth": {
-      "description": "Other protein crops ",
-      "columns": {
-        "LEVL": "ifelse(CCRPPROTOTH_A>=CCRPPROTOTH_TA,CCRPPROTOTH_A,CCRPPROTOTH_TA)",
-        "GROF": "CCRPPROTOTH_PRQ",
-        "INTF": "CCRPPROTOTH_FUV",
-        "EAAP": "CCRPPROTOTH_TO",
-        "UVAG": "ifelse( (CCRPPROTOTH_TO)>0, (CCRPPROTOTH_TO)/(CCRPPROTOTH_PRQ), 0 )",
-        "UVSA": "ifelse( (CCRPPROTOTH_SQ)>0, (CCRPPROTOTH_SV)/(CCRPPROTOTH_SQ), 0 )",
-        "IRTA": "CCRPPROTOTH_IRA"
-      }
-    },
-    "POTA": {
-      "description": "Potatoes for starch and other potatoes (incl early and seed)",
-      "columns": {
-        "LEVL": "ifelse(CPOT_A>=CPOT_TA,CPOT_A,CPOT_TA)",
-        "GROF": "CPOT_PRQ",
-        "INTF": "CPOT_FUV",
-        "EAAP": "CPOT_TO",
-        "UVAG": "ifelse( CPOT_PRQ>0, CPOT_TO/CPOT_PRQ, 0 )",
-        "UVSA": "ifelse( CPOT_SQ>0, CPOT_SV/CPOT_SQ, 0  )",
-        "IRTA": "CPOT_IRTA"
-      }
-    },
-    "SUGB": {
-      "description": "Sugar beet",
-      "columns": {
-        "LEVL": "ifelse(CSUGBT_A>=CSUGBT_TA,CSUGBT_A,CSUGBT_TA)",
-        "GROF": "CSUGBT_PRQ",
-        "INTF": "CSUGBT_FUV",
-        "EAAP": "CSUGBT_TO",
-        "UVAG": "ifelse( CSUGBT_PRQ>0, CSUGBT_TO / CSUGBT_PRQ, 0 )",
-        "UVSA": "ifelse( CSUGBT_SQ>0, CSUGBT_SV/CSUGBT_SQ, 0 )",
-        "IRTA": "CSUGBT_IRTA"
-      }
-    },
-    "TEXT": {
-      "description": "cotton",
-      "columns": {
-        "LEVL": "ifelse(CCOTN_A>=CCOTN_TA,CCOTN_A,CCOTN_TA)",
-        "GROF": "CCOTN_PRQ",
-        "INTF": "CCOTN_FUV",
-        "EAAP": "CCOTN_TO",
-        "UVAG": "ifelse( CCOTN_PRQ>0, CCOTN_TO/CCOTN_PRQ, 0 )",
-        "UVSA": "ifelse( CCOTN_SQ>0, CCOTN_SV/CCOTN_SQ, 0 )",
-        "IRTA": "CCOTN_IRA"
-      }
-    },
-    "TOBA": {
-      "description": "Tobacco",
-      "columns": {
-        "LEVL": "ifelse(CTOBAC_A>=CTOBAC_TA,CTOBAC_A,CTOBAC_TA)",
-        "GROF": "CTOBAC_PRQ",
-        "INTF": "CTOBAC_FUV",
-        "EAAP": "CTOBAC_TO",
-        "UVAG": "ifelse( CTOBAC_PRQ>0, CTOBAC_TO / CTOBAC_PRQ, 0 )",
-        "UVSA": "ifelse( CTOBAC_SQ>0, CTOBAC_SV/CTOBAC_SQ, 0 )",
-        "IRTA": "CTOBAC_IRTA"
-      }
-    },
-    "OIND": {
-      "description": "Hops + Other industrials - Cotton (manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CHOP_A>=CHOP_TA&CMEDIC_A>=CMEDIC_TA&CSUGCN_A>=CSUGCN_TA&CFLAX_A >=CFLAX_TA& CHEMP_A>=CHEMP_TA &CFIBOTH_A >=CFIBOTH_TA &CCRPINDOTH_A>=CCRPINDOTH_TA, CHOP_A+CMEDIC_A+CSUGCN_A+CFLAX_A+CHEMP_A+CFIBOTH_A+CCRPINDOTH_A,CHOP_TA+CMEDIC_TA+CSUGCN_TA+CFLAX_TA+CHEMP_TA+CFIBOTH_TA+CCRPINDOTH_TA )",
-        "GROF": "CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ",
-        "INTF": "CHOP_FUV+CMEDIC_FUV+CSUGCN_FUV+CFLAX_FUV+CHEMP_FUV+CFIBOTH_FUV+CCRPINDOTH_FUV",
-        "EAAP": "CHOP_TO+CMEDIC_TO+CSUGCN_TO+CFLAX_TO+CHEMP_TO+CFIBOTH_TO+CCRPINDOTH_TO",
-        "UVAG": " ifelse( (CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ)>0, (CHOP_TO+CMEDIC_TO+CSUGCN_TO+CFLAX_TO+CHEMP_TO+CFIBOTH_TO+CCRPINDOTH_TO) / (CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ), 0 )",
-        "UVSA": "ifelse( (CHOP_SQ+CMEDIC_SQ+CSUGCN_SQ+CFLAX_SQ+CHEMP_SQ+CFIBOTH_SQ+CCRPINDOTH_SQ)>0, (CHOP_SV+CMEDIC_SV+CSUGCN_SV+CFLAX_SV+CHEMP_SV+CFIBOTH_SV+CCRPINDOTH_SV)/(CHOP_SQ+CMEDIC_SQ+CSUGCN_SQ+CFLAX_SQ+CHEMP_SQ+CFIBOTH_SQ+CCRPINDOTH_SQ), 0 )",
-        "IRTA": "CHOP_IRTA+CMEDIC_IRA+CSUGCN_IRA+CFLAX_IRA+CHEMP_IRA+CFIBOTH_IRA+CCRPINDOTH_IRA"
-      }
-    },
-    "OCRO": {
-      "description": "Other Crops(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CARALNDSED_A>=CARALNDSED_TA &CARAOTH_A>=CARAOTH_TA&CPERMUG_A>=CPERMUG_TA &CCRPPERMOTH_A>=CCRPPERMOTH_TA,CARALNDSED_A+CARAOTH_A+CPERMUG_A+CCRPPERMOTH_A,CARALNDSED_TA+CARAOTH_TA+CPERMUG_TA+CCRPPERMOTH_TA)",
-        "GROF": "NA",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "CARALNDSED_IRA+CARAOTH_IRA+CPERMUG_IRA+CCRPPERMOTH_IRA"
-      }
-    },
-    "TOMA": {
-      "description": "Tomatoes",
-      "columns": {
-        "LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CTOMAT_A,CTOMAT_TA)",
-        "GROF": "CTOMAT_PRQ",
-        "INTF": "CTOMAT_FUV",
-        "EAAP": "CTOMAT_TO",
-        "UVAG": "ifelse( CTOMAT_PRQ>0, CTOMAT_TO/CTOMAT_PRQ, 0 )",
-        "UVSA": "ifelse( CTOMAT_SQ>0, CTOMAT_SV/CTOMAT_SQ, 0 )",
-        "IRTA": "CTOMAT_IRA"
-      }
-    },
-    "OVEG": {
-      "description": "Other Vegetables(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA &CVEGOTH_A>=CVEGOTH_TA,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_A-CVEGOTH_A,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_TA-CVEGOTH_TA)",
-        "GROF": "CVEGOF_PRQ+CVEGMG_PRQ+CVEGUG_PRQ-CTOMAT_PRQ-CVEGOTH_PRQ",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "APPL": {
-      "description": "Apples / pears(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CAPL_A>=CAPL_TA & CPEAR_A >=CPEAR_TA,CAPL_A+CPEAR_A,CAPL_TA+CPEAR_TA)",
-        "GROF": "CAPL_PRQ+CPEAR_PRQ",
-        "INTF": "CAPL_FUV+CPEAR_FUV",
-        "EAAP": "CAPL_TO+CPEAR_TO",
-        "UVGA": "ifelse( (CAPL_PRQ+CPEAR_PRQ)>0, (CAPL_TO+CPEAR_TO)/(CAPL_PRQ+CPEAR_PRQ), 0 )",
-        "UVSA": "ifelse( (CAPL_SQ+CPEAR_SQ)>0, (CAPL_SV+CPEAR_SV)/(CAPL_SQ+CPEAR_SQ), 0 )",
-        "IRTA": "CAPL_IRA+CPEAR_IRA"
-      }
-    },
-    "OFRU": {
-      "description": "Other fruits(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CPEACH_A>=CPEACH_TA&CFRUTTMP_A >=CFRUTTMP_TA & CFRUTTRPL_A >= CFRUTTRPL_TA & CNUT_A>=CNUT_TA& CBERRY_A>=CBERRY_TA& CMELON_A >=CMELON_TA&CVEGOTH_A >=CVEGOTH_TA,CPEACH_A+CFRUTTMP_A+CFRUTTRPL_A+CNUT_A+CBERRY_A+CMELON_A+CVEGOTH_A,CPEACH_TA+CFRUTTMP_TA+CFRUTTRPL_TA+CNUT_TA+CBERRY_TA+CMELON_TA+CVEGOTH_TA)",
-        "GROF": "CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ",
-        "INTF": "CPEACH_FUV+CFRUTTMP_FUV+CFRUTTRPL_FUV+CNUT_FUV+CBERRY_FUV+CMELON_FUV+CVEGOTH_FUV",
-        "EAAP": "CPEACH_TO+CFRUTTMP_TO+CFRUTTRPL_TO+CNUT_TO+CBERRY_TO+CMELON_TO+CVEGOTH_TO",
-        "UVAG": "ifelse(  (CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ)>0 ,  (CPEACH_TO+CFRUTTMP_TO+CFRUTTRPL_TO+CNUT_TO+CBERRY_TO+CMELON_TO+CVEGOTH_TO)/(CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ),  0  )",
-        "UVSA": "ifelse( (CPEACH_SQ+CFRUTTMP_SQ+CFRUTTRPL_SQ+CNUT_SQ+CBERRY_SQ+CMELON_SQ+CVEGOTH_SQ)>0  , (CPEACH_SV+CFRUTTMP_SV+CFRUTTRPL_SV+CNUT_SV+CBERRY_SV+CMELON_SV+CVEGOTH_SV)/(CPEACH_SQ+CFRUTTMP_SQ+CFRUTTRPL_SQ+CNUT_SQ+CBERRY_SQ+CMELON_SQ+CVEGOTH_SQ) , 0 )",
-        "IRTA": "CPEACH_IRA+CFRUTTMP_IRA+CFRUTTRPL_IRA+CNUT_IRA+CBERRY_IRA+CMELON_IRA+CVEGOTH_IRA"
-      }
-    },
-    "CITR": {
-      "description": "citrus fruits(manually modified)",
-      "columns": {
-        "LEVL": "ifelse( CORANG_A>=CORANG_TA & CCITRSML_A >=CCITRSML_TA & CLMON_A >= CLMON_TA & CCITROTH_A >= CCITROTH_TA,CORANG_A+CCITRSML_A+CLMON_A+CCITROTH_A,CORANG_TA+CCITRSML_TA+CLMON_TA+CCITROTH_TA)",
-        "GROF": "CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ",
-        "INTF": "CORANG_FUV+CCITRSML_FUV+CLMON_FUV+CCITROTH_FUV",
-        "EAAP": "CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO",
-        "UVAG": "ifelse(  (CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)>0 ,  (CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO)/(CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)  ,  0 )",
-        "UVSA": "ifelse(  (CORANG_SQ+CCITRSML_SQ+CLMON_SQ+CCITROTH_SQ)>0, (CORANG_SV+CCITRSML_SV+CLMON_SV+CCITROTH_SV)/(CORANG_SQ+CCITRSML_SQ+CLMON_SQ+CCITROTH_SQ) , 0 )",
-        "IRTA": "CORANG_IRA+CCITRSML_IRA+CLMON_IRA+CCITROTH_IRA"
-      }
-    },
-    "TAGR": {
-      "description": "Table grapes",
-      "columns": {
-        "LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CGRPTAB_A,CGRPTAB_TA)",
-        "GROF": "CGRPTAB_PRQ",
-        "INTF": "CGRPTAB_FUV",
-        "EAAP": "CGRPTAB_TO",
-        "UVAG": "ifelse( CGRPTAB_PRQ>0 , CGRPTAB_TO/CGRPTAB_PRQ, 0 )",
-        "UVSA": "ifelse( CGRPTAB_SQ>0, CGRPTAB_SV/CGRPTAB_SQ, 0 )",
-        "IRTA": "CGRPTAB_IRA"
-      }
-    },
-    "OLIV": {
-      "description": "Olives for oil(manually modified)",
-      "columns": {
-        "LEVL": "COLVFR_TA+COLVOIL_TA",
-        "GROF": "COLVFR_PRQ+(COLVOIL_PRQ/0.2)",
-        "INTF": "COLVFR_FUV+COLVOIL_FUV",
-        "EAAP": "COLVFR_TO+COLVOIL_TO",
-        "UVAG": "ifelse( (COLVFR_PRQ+(COLVOIL_PRQ/.2))>0 , (COLVFR_TO+COLVOIL_TO)/(COLVFR_PRQ+(COLVOIL_PRQ/.02) ) , 0 )",
-        "UVSA": "ifelse( (COLVFR_SQ+COLVOIL_SQ)>0, (COLVFR_SV+COLVOIL_SV)/(COLVFR_SQ+(COLVOIL_SQ/.2) ), 0 )",
-        "IRTA": "COLVFR_IRA+COLVOIL_IRA"
-      }
-    },
-    "TABO": {
-      "description": "Table olives",
-      "columns": {
-        "LEVL": "ifelse(COLV_A>=COLV_TA,COLV_A,COLV_TA)",
-        "GROF": "COLV_PRQ",
-        "INTF": "COLV_FUV",
-        "EAAP": "COLV_TO",
-        "UVAG": "ifelse( COLV_PRQ>0, COLV_TO/COLV_PRQ , 0 )",
-        "UVSA": "ifelse( COLV_SQ>0, COLV_SV/COLV_SQ, 0 )",
-        "IRTA": "COLV_IRA"
-      }
-    },
-    "TWIN": {
-      "description": "Table wine(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CWINEPDO_A>=CWINEPDO_TA &CWINEPGI_A>=CWINEPGI_TA&CWINEOTH_A>=CWINEOTH_TA&CRAISIN_A>=CRAISIN_TA&CGRPWINPDO_A>=CGRPWINPDO_TA&CGRPWINPGI_A>=CGRPWINPGI_TA&CGRPWINOTH_A>=CGRPWINOTH_TA,CWINEPDO_A+CWINEPGI_A+CWINEOTH_A+CRAISIN_A+CGRPWINPDO_A+CGRPWINPGI_A+CGRPWINOTH_A,CWINEPDO_TA+CWINEPGI_TA+CWINEOTH_TA+CRAISIN_TA+CGRPWINPDO_TA+CGRPWINPGI_TA+CGRPWINOTH_TA)",
-        "GROF": "CWINEPDO_PRQ+CWINEPGI_PRQ+CWINEOTH_PRQ+CRAISIN_PRQ+CGRPWINPDO_PRQ+CGRPWINPGI_PRQ+CGRPWINOTH_PRQ+CVINMISC_PRQ+CVINBY_PRQ",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "CWINEPDO_IRA+CWINEPGI_IRA+CWINEOTH_IRA+CRAISIN_IRA+CGRPWINPDO_IRA+CGRPWINPGI_IRA+CGRPWINOTH_IRA"
-      }
-    },
-    "NURS": {
-      "description": "Nurseries",
-      "columns": {
-        "LEVL": "ifelse(CNURS_A>=CNURS_TA,CNURS_A,CNURS_TA)",
-        "GROF": "NA",
-        "INTF": "CNURS_FUV",
-        "EAAP": "CNURS_TO",
-        "UVAG": "NA",
-        "UVSA": "CNURS_SV/CNURS_SQ",
-        "IRTA": "CNURS_IRA"
-      }
-    },
-    "FLOW": {
-      "description": "Flowers",
-      "columns": {
-        "LEVL": "ifelse( (CFLWOUT_TA+CFLWUG_TA)>0, CFLWOUT_TA+CFLWUG_TA,  CFLWB_TA+CFLWCUT_TA+CFLW_TA)",
-        "GROF": "NA",
-        "INTF": "ifelse( (CFLWOUT_FUV+CFLWUG_FUV)>0, CFLWOUT_FUV+CFLWUG_FUV,  CFLWB_FUV+CFLWCUT_FUV+CFLW_FUV)",
-        "EAAP": "ifelse( (CFLWOUT_TO+CFLWUG_TO)>0 , CFLWOUT_TO+CFLWUG_TO,   CFLWB_TO+CFLWCUT_TO+CFLW_TO)",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "MAIF": {
-      "description": "Fodder maize (Green Maize)",
-      "columns": {
-        "LEVL": "ifelse(CFODMZ_A>=CFODMZ_TA,CFODMZ_A,CFODMZ_TA)",
-        "GROF": "CFODMZ_PRQ",
-        "INTF": "CFODMZ_FUV",
-        "EAAP": "CFODMZ_TO",
-        "UVAG": "ifelse( CFODMZ_PRQ>0, CFODMZ_TO/CFODMZ_PRQ , 0 )",
-        "UVSA": "ifelse( CFODMZ_SQ>0, CFODMZ_SV/CFODMZ_SQ, 0)",
-        "SHARE": "ifelse( CFODMZ_SV>0, CFODMZ_FUV/CFODMZ_SV,0)",
-        "IRTA": "CFODMZ_IRA"
-      }
-    },
-    "ROOF": {
-      "description": "Fodder root crops",
-      "columns": {
-        "LEVL": "ifelse(CFODRTBR_A>=CFODRTBR_TA,CFODRTBR_A,CFODRTBR_TA)",
-        "GROF": "CFODRTBR_PRQ",
-        "INTF": "CFODRTBR_FUV",
-        "EAAP": "CFODRTBR_TO",
-        "UVAG": "ifelse( CFODRTBR_PRQ>0, CFODRTBR_TO/CFODRTBR_PRQ, 0)",
-        "UVSA": "ifelse( CFODRTBR_SQ>0,CFODRTBR_SV/CFODRTBR_SQ,0)",
-        "SHARE": "ifelse( CFODRTBR_SV>0, CFODRTBR_FUV/CFODRTBR_SV,0)",
-        "IRTA": "CFODRTBR_IRA"
-      }
-    },
-    "PGRA": {
-      "description": "Pasture",
-      "columns": {
-        "LEVL": "ifelse(CGRSXRG_A>=CGRSXRG_TA,CGRSXRG_A,CGRSXRG_TA)",
-        "GROF": "CGRSXRG_PRQ",
-        "INTF": "CGRSXRG_FUV",
-        "EAAP": "CGRSXRG_TO",
-        "UVAG": "ifelse( CGRSXRG_PRQ>0, CGRSXRG_TO/CGRSXRG_PRQ, 0)",
-        "UVSA": "ifelse( CGRSXRG_SQ>0, CGRSXRG_SV/CGRSXRG_SQ, 0 )",
-        "SHARE": "ifelse(CGRSXRG_SV>0,CGRSXRG_FUV/CGRSXRG_SV,0)",
-        "IRTA": "CGRSXRG_IRA"
-      }
-    },
-    "RGRA": {
-      "description": "Roughing(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CRG_A >= CRG_TA ,CRG_A+CGRSNOUSESUB_A,CRG_TA+CGRSNOUSESUB_A)",
-        "GROF": "CRG_PRQ",
-        "INTF": "CRG_FUV",
-        "EAAP": "CRG_TO",
-        "NOPR": "NA",
-        "SHARE": "ifelse( CGRSXRG_SV>0, CGRSXRG_FUV/CGRSXRG_SV, 0)"
-      }
-    },
-    "OFAR": {
-      "description": "Fodder other on arable land(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CGRSTMP_A>=CGRSTMP_TA & CLEG_A>=CLEG_TA &CFODOTH_A >=CFODOTH_TA,CGRSTMP_A+CLEG_A+CFODOTH_A,CGRSTMP_TA+CLEG_TA+CFODOTH_TA)",
-        "GROF": "CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ",
-        "INTF": "CGRSTMP_FUV+CLEG_FUV+CFODOTH_FUV",
-        "EAAP": "CGRSTMP_TO+CLEG_TO+CFODOTH_TO",
-        "UVAG": "ifelse( (CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ)>0, (CGRSTMP_TO+CLEG_TO+CFODOTH_TO)/(CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ) , 0 )",
-        "UVSA": "(CGRSTMP_SV+CLEG_SV+CFODOTH_SV)/(CGRSTMP_SQ+CLEG_SQ+CFODOTH_SQ)",
-        "SHARE": "ifelse( (CGRSTMP_SV+CLEG_SV+CFODOTH_SV)>0, CGRSTMP_FUV+CLEG_FUV+(CFODOTH_FUV/CGRSTMP_SV)+CLEG_FUV+CFODOTH_SV, 0)",
-        "IRTA": "CGRSTMP_IRA+CLEG_IRA+CFODOTH_IRA"
-      }
-    },
-    "SETA": {
-      "description": "Set-aside/fallow(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(CFLNDNOSUB_A>=CFLNDNOSUB_TA& CFLNDSUB_A>= CFLNDSUB_TA,CFLNDNOSUB_A+CFLNDSUB_A,CFLNDNOSUB_TA+CFLNDSUB_TA)",
-        "GROF": "CFLNDNOSUB_PRQ",
-        "INTF": "NA",
-        "EAAP": "CFLNDNOSUB_TO",
-        "UVAG": "ifelse( CFLNDNOSUB_PRQ>0 , CFLNDNOSUB_TO/CFLNDNOSUB_PRQ , 0)",
-        "UVSA": "ifelse( CFLNDNOSUB_SQ>0, CFLNDNOSUB_SV/CFLNDNOSUB_SQ, 0 )",
-        "IRTA": "NA"
-      }
-    },
-    "FORE": {
-      "description": "Forest land(manually modified)",
-      "columns": {
-        "LEVL": "ifelse(COWSHROT_A >= COWSHROT_TA,CWDED_A+COWSHROT_A,CWDED_A+COWSHROT_TA)",
-        "GROF": "NA",
-        "INTF": "NA",
-        "EAAP": "NA",
-        "UVAG": "NA",
-        "UVSA": "NA",
-        "IRTA": "NA"
-      }
-    },
-    "CCER": {
-      "description": "Catch crops cereals (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    },
-    "CPUL": {
-      "description": "Catch crops pulses (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    },
-    "COCR": {
-      "description": "Catch crops other crops (?)",
-      "columns": {
-        "LEVL": "NA"
-      }
-    }
-  }
-}
+	"id": {
+		"ID": {
+			"source": "factor(ID)",
+			"description": "Unique FADN Identifier. Anonymous code allowing constant sample."
+		},
+		"WEIGHT": {
+			"source": "SYS02",
+			"description": "Number of farm represented in the population"
+		},
+		"COUNTRY": {
+			"source": "COUNTRY",
+			"description": "Country (3 digits FADN acronym)"
+		},
+		"YEAR": {
+			"source": "YEAR",
+			"description": "Accounting year"
+		},
+		"TF8": {
+			"source": "factor( paste0('tf8-',TF8) ) ",
+			"description": "Type of Farming (8)"
+		},
+		"TF14": {
+			"source": "factor( paste0('tf14-',TF14) ) ",
+			"description": "Type of Farming (14)"
+		},
+		"SIZ6": {
+			"source": "factor( paste0('siz6-',SIZ6) )",
+			"description": "Economic size class (6 classes)"
+		},
+		"REGION": {
+			"source": "factor( REGION )",
+			"description": "FADN region"
+		},
+		"NUTS1": {
+			"source": "factor( NUTS1 )",
+			"description": ""
+		},
+		"NUTS2": {
+			"source": "NUTS2",
+			"description": ""
+		},
+		"NUTS3": {
+			"source": "NUTS3",
+			"description": "The code of the NUTS level 3 territorial unit where the holding is located."
+		},
+		"ALTITUDE": {
+			"source": "factor( paste0('alt-',ALTITUDE) )",
+			"description": "Altitude Code (1=<300m, 2=300-600m, 3=>600m)"
+		},
+		"ORGANIC": {
+			"source": "factor( paste0('org-',ORGANIC )  )",
+			"description": "Organic farming Code (1=No Organic, 2=Only organic, 3=Both, 4=In conversion)"
+		}
+	},
+	"info": {
+		"SIZEUR": {
+			"source": "SIZEUR",
+			"description": "Total economic size in EUR, Calculated by DG AGRI (cf Typology Regulation)"
+		},
+		"UAAOWNED": {
+			"source": "UAAOWNED",
+			"description": "UAA for owner farming Area, in ha"
+		},
+		"UAARENTED": {
+			"source": "UAARENTED",
+			"description": "Rented UAA Area, in ha"
+		},
+		"UAASHARED": {
+			"source": "UAASHARED",
+			"description": "Sharecropped UAA Area, in ha"
+		},
+		"UAA": {
+			"source": "UAAOWNED+UAARENTED+UAASHARED",
+			"description": "Total Utilised Agricultural Area. Area in ha"
+		},
+		"NAT2000": {
+			"source": "factor( paste0( 'nat-', ENVREST_X )  )",
+			"description": "Environmental constraints Area (EC no 1257/1999) - does not coincide exactly with Natura2000 on 2013- / TODO[NAT2000 for 2014+]"
+		},
+		"WAWU": {
+			"source": "NA",
+			"description": "Total Annual working units in farm (manager+spouse+"
+		},
+		"WHOURS": {
+			"source": "NA",
+			"description": "Total hours working in farm (manager+spouse+"
+		},
+		"DPSFPS.share": {
+			"source": "NA",
+			"description": ""
+		},
+		"ENTL.share": {
+			"source": "NA",
+			"description": ""
+		},
+		"ENTL.LEVL": {
+			"source": "NA",
+			"description": ""
+		},
+		"LFA": {
+			"source": "factor( paste0( 'lfa-',LFA )  )",
+			"description": "Less-favoured area Code (1=not LFA, 2=not mountain LFA, 3=mountain LFA, 4=no significant areas)"
+		},
+		"OGA": {
+			"source": "OGASHARE",
+			"description": ""
+		},
+		"TSGM": {
+			"source": "SIZEUR",
+			"description": ""
+		},
+		"SAMP": {
+			"source": "SYS03",
+			"description": ""
+		},
+		"TOTINVBEFSUBS": {
+			"source": "NA",
+			"description": ""
+		},
+		"INCOME.VATBALANCE": {
+			"source": "NA",
+			"description": ""
+		},
+		"INCOME.TAXES": {
+			"source": "NA",
+			"description": ""
+		}
+	},
+	"costs": {
+		"SEED": {
+			"source": "SE290+ISEDPUR_V",
+			"description": ""
+		},
+		"NITF": {
+			"source": "SE295",
+			"description": ""
+		},
+		"PLAP": {
+			"source": "SE300",
+			"description": ""
+		},
+		"CSPE": {
+			"source": "SE305",
+			"description": ""
+		},
+		"F59": {
+			"source": "IWGSS_V",
+			"description": "Wages and social security costs for paid labour Value"
+		},
+		"F60": {
+			"source": "ICNTR_V",
+			"description": "Contract work and machinery hire Value"
+		},
+		"F61": {
+			"source": "IUPKP_V",
+			"description": "Current upkeep of machinery and equipment Value"
+		},
+		"F62": {
+			"source": "IFULS_V",
+			"description": "Motor fuels and lubricants Value"
+		},
+		"F63": {
+			"source": "ICAR_V",
+			"description": "Car expenses Value"
+		},
+		"F64": {
+			"source": "IGRFEDCNCTRPUR_V",
+			"description": "Purchased concentrated feedstuffs for grazing stock (equines, ruminants) Value"
+		},
+		"F65": {
+			"source": "IGRFEDCRSPUR_V",
+			"description": "Purchased coarse fodder for grazing stock (equines, ruminants) Value"
+		},
+		"F66": {
+			"source": "IPIGFEDPUR_V",
+			"description": "Purchased feedstuffs for pigs Value"
+		},
+		"F67": {
+			"source": "IPLTRFEDPUR_V",
+			"description": "Purchased feedstuffs for poultry and other small animals Value"
+		},
+		"F68": {
+			"source": "ILVFEDFPR_V",
+			"description": "Farm-produced feedstuffs for grazing stock (equines, ruminants) Valu"
+		},
+		"F69": {
+			"source": "IPIGFEDFPR_V",
+			"description": "Farm-produced feedstuffs for pigs Value"
+		},
+		"F70": {
+			"source": "IPLTRFEDFPR_V",
+			"description": "Farm-produced feedstuffs for poultry and other small animals Value"
+		},
+		"F71": {
+			"source": "ILOTH_VET_V",
+			"description": "Other veterinary expenses"
+		},
+		"F72": {
+			"source": "ISEDPUR_V",
+			"description": "Seeds and seedlings purchased Value"
+		},
+		"F73": {
+			"source": "ISEDFPR_V",
+			"description": "Seeds and seedlings produced and used on the farm Value"
+		},
+		"F74": {
+			"source": "IFERT_V",
+			"description": "Fertilisers and soil improvers Value"
+		},
+		"F75": {
+			"source": "IPROT_V",
+			"description": "Crop protection products Value"
+		},
+		"F76": {
+			"source": "ICRPOTH_V",
+			"description": "Other specific crop costs Value"
+		},
+		"F77": {
+			"source": "IFRST_V",
+			"description": "Specific costs for forestry and wood processing Value"
+		},
+		"F78": {
+			"source": "IUPKPLND_V",
+			"description": "Current upkeep of land improvements and buildings Value"
+		},
+		"F79": {
+			"source": "IELE_V",
+			"description": "Farming overheads. Electricity. Value"
+		},
+		"F80": {
+			"source": "IHFULS_V",
+			"description": "Heating fuels Value"
+		},
+		"F81": {
+			"source": "IWATR_V",
+			"description": "Water Value"
+		},
+		"F82": {
+			"source": "IOTHINS_AGR_V",
+			"description": "insurance"
+		},
+		"F83": {
+			"source": "ITAX_V",
+			"description": "Taxes and other dues Value"
+		},
+		"F85": {
+			"source": "IRNT_V",
+			"description": "Rent paid, total Value"
+		},
+		"F86": {
+			"source": "ILNDRNT_V",
+			"description": "Rent paid for land Value"
+		},
+		"F88": {
+			"source": "ILNDTAX_V",
+			"description": "Taxes on land and buildings Val"
+		}
+	},
+	"livestock": {
+		"animals": {
+			"DCOW": {
+				"description": "Dairy cows",
+				"columns": {
+					"LEVL": "LCOWDAIR_AN+LBUFDAIRPRS_AN",
+					"OV": "LCOWDAIR_OV+LBUFDAIRPRS_OV",
+					"CV": "LCOWDAIR_CV+LBUFDAIRPRS_CV",
+					"PV": "LCOWDAIR_PV+LBUFDAIRPRS_PV",
+					"PN": "LCOWDAIR_PN+LBUFDAIRPRS_PN",
+					"SV": "LCOWDAIR_SV+LBUFDAIRPRS_SV",
+					"SN": "LCOWDAIR_SN+LBUFDAIRPRS_SN",
+					"FCV": "LCOWDAIR_FCV+LBUFDAIRPRS_FCV",
+					"FCN": "LCOWDAIR_FCN+LBUFDAIRPRS_FCN",
+					"FUV": "LCOWDAIR_FUV+LBUFDAIRPRS_FUV",
+					"FUN": "LCOWDAIR_FUN+LBUFDAIRPRS_FUN"
+				}
+			},
+			"SCOW": {
+				"description": "Other cows. Average number",
+				"columns": {
+					"LEVL": "LCOWOTH_AN",
+					"OV": "LCOWOTH_OV",
+					"CV": "LCOWOTH_CV",
+					"PV": "LCOWOTH_PV",
+					"PN": "LCOWOTH_PN",
+					"SV": "LCOWOTH_SV",
+					"SN": "LCOWOTH_SN",
+					"FCV": "LCOWOTH_FCV",
+					"FCN": "LCOWOTH_FUN",
+					"FUV": "LCOWOTH_FUV",
+					"FUN": "LCOWOTH_FUN"
+				}
+			},
+			"BULF": {
+				"description": "Bovine animals, >= 1 < 2 y.o., male + Male bovine animals, >= 2 y.o.",
+				"columns": {
+					"LEVL": "LBOV1_2M_AN + LBOV2_AN",
+					"OV": "LBOV1_2M_OV + LBOV2_OV",
+					"CV": "LBOV1_2M_CV + LBOV2_CV",
+					"PV": "LBOV1_2M_PV + LBOV2_PV",
+					"PN": "LBOV1_2M_PN + LBOV2_PN",
+					"SV": "LBOV1_2M_SV + LBOV2_SV",
+					"SN": "LBOV1_2M_SN + LBOV2_SN",
+					"FCV": "LBOV1_2M_FCV + LBOV2_FCV",
+					"FCN": "LBOV1_2M_FCN + LBOV2_FCN",
+					"FUV": "LBOV1_2M_FUV + LBOV2_FUV",
+					"FUN": "LBOV1_2M_FUN + LBOV2_FUN"
+				}
+			}
+		},
+		"production": {
+			"COMI": {
+				"description": "Cows' milk",
+				"columns": {
+					"GROF": "PMLKCOW_PRQ+PMLKCOW_PRQ",
+					"EAAP": "PMLKBUF_TO+PMLKCOW_TO"
+				}
+			},
+			"SGMI": {
+				"description": "Sheep's and Goat's milk",
+				"columns": {
+					"GROF": "PMLKGOAT_PRQ + PMLKSHEP_PRQ",
+					"EAAP": "NA"
+				}
+			},
+			"EGGS": {
+				"description": "Hens' eggs",
+				"columns": {
+					"GROF": "PEGGC_PRQ+PEGGH_PRQ",
+					"EAAP": "PEGGH_TO + PEGGC_TO"
+				}
+			},
+			"OANI": {
+				"description": "Other animal products",
+				"columns": {
+					"GROF": "NA",
+					"EAAP": "NA"
+				}
+			},
+			"PCAT": {
+				"description": "Cattle Net output or Total output",
+				"columns": {
+					"EALP": "LBOV_NO",
+					"EAAP": "LBOV_CV+LBOV_FUV-LBOV_OV+LBOV_NO+LBOV_PV"
+				}
+			},
+			"PPIG": {
+				"description": "Pigs Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			},
+			"PSAG": {
+				"description": "Goats and sheeps Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			},
+			"POTH": {
+				"description": "Other Net output or Total output",
+				"columns": {
+					"EALP": "NA",
+					"EAAP": "NA"
+				}
+			}
+		}
+	},
+	"subsidies": {
+		"SA1OTHSUB_2_V": {
+			"source": "SA1OTHSUB_2_V",
+			"description": ""
+		},
+		"SA1OTHSUB_V": {
+			"source": "SA1OTHSUB_V",
+			"description": ""
+		},
+		"SA2OTHSUB_2_V": {
+			"source": "SA2OTHSUB_2_V",
+			"description": ""
+		},
+		"SA2OTHSUB_V": {
+			"source": "SA2OTHSUB_V",
+			"description": ""
+		},
+		"SA68ANIMOTHSUB_1_V": {
+			"source": "SA68ANIMOTHSUB_1_V",
+			"description": ""
+		},
+		"SA68ANIMOTHSUB_V": {
+			"source": "SA68ANIMOTHSUB_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_1_V": {
+			"source": "SA68BEFSECSUB_1_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_2_V": {
+			"source": "SA68BEFSECSUB_2_V",
+			"description": ""
+		},
+		"SA68BEFSECSUB_V": {
+			"source": "SA68BEFSECSUB_V",
+			"description": ""
+		},
+		"SA68COSTSUB_1_V": {
+			"source": "SA68COSTSUB_1_V",
+			"description": ""
+		},
+		"SA68COSTSUB_3_V": {
+			"source": "SA68COSTSUB_3_V",
+			"description": ""
+		},
+		"SA68COSTSUB_V": {
+			"source": "SA68COSTSUB_V",
+			"description": ""
+		},
+		"SA68CRPOTHSUB_1_V": {
+			"source": "SA68CRPOTHSUB_1_V",
+			"description": ""
+		},
+		"SA68CRPOTHSUB_V": {
+			"source": "SA68CRPOTHSUB_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_1_V": {
+			"source": "SA68DAIRSECSUB_1_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_2_V": {
+			"source": "SA68DAIRSECSUB_2_V",
+			"description": ""
+		},
+		"SA68DAIRSECSUB_V": {
+			"source": "SA68DAIRSECSUB_V",
+			"description": ""
+		},
+		"SA68OTHXCOSTSUB_1_V": {
+			"source": "SA68OTHXCOSTSUB_1_V",
+			"description": ""
+		},
+		"SA68OTHXCOSTSUB_V": {
+			"source": "SA68OTHXCOSTSUB_V",
+			"description": ""
+		},
+		"SA68RICESECSUB_1_V": {
+			"source": "SA68RICESECSUB_1_V",
+			"description": ""
+		},
+		"SA68RICESECSUB_V": {
+			"source": "SA68RICESECSUB_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_1_V": {
+			"source": "SA68SHEPGTSECSUB_1_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_2_V": {
+			"source": "SA68SHEPGTSECSUB_2_V",
+			"description": ""
+		},
+		"SA68SHEPGTSECSUB_V": {
+			"source": "SA68SHEPGTSECSUB_V",
+			"description": ""
+		},
+		"SAEAWSUB_2_V": {
+			"source": "SAEAWSUB_2_V",
+			"description": ""
+		},
+		"SAEAWSUB_3_V": {
+			"source": "SAEAWSUB_3_V",
+			"description": ""
+		},
+		"SAEAWSUB_V": {
+			"source": "SAEAWSUB_V",
+			"description": ""
+		},
+		"SAFR_N": {
+			"source": "SAFR_N",
+			"description": ""
+		},
+		"SAGRFR_N": {
+			"source": "SAGRFR_N",
+			"description": ""
+		},
+		"SAGRPRCTCLIMENVSUBGR_T": {
+			"source": "SAGRPRCTCLIMENVSUBGR_T",
+			"description": ""
+		},
+		"SANC_1_V": {
+			"source": "SANC_1_V",
+			"description": ""
+		},
+		"SANC_2_V": {
+			"source": "SANC_2_V",
+			"description": ""
+		},
+		"SANC_V": {
+			"source": "SANC_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_1_V": {
+			"source": "SANIMNODEFSUB_1_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_2_V": {
+			"source": "SANIMNODEFSUB_2_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_3_V": {
+			"source": "SANIMNODEFSUB_3_V",
+			"description": ""
+		},
+		"SANIMNODEFSUB_V": {
+			"source": "SANIMNODEFSUB_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_2_V": {
+			"source": "SANIMOTHPURSUB_2_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_3_V": {
+			"source": "SANIMOTHPURSUB_3_V",
+			"description": ""
+		},
+		"SANIMOTHPURSUB_V": {
+			"source": "SANIMOTHPURSUB_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_1_V": {
+			"source": "SANIMSUBDPOTH_1_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_2_V": {
+			"source": "SANIMSUBDPOTH_2_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_3_V": {
+			"source": "SANIMSUBDPOTH_3_V",
+			"description": ""
+		},
+		"SANIMSUBDPOTH_V": {
+			"source": "SANIMSUBDPOTH_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_1_2_N": {
+			"source": "SANIMSUBSHROT_1_2_N",
+			"description": ""
+		},
+		"SANIMSUBSHROT_1_V": {
+			"source": "SANIMSUBSHROT_1_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_3_2_N": {
+			"source": "SANIMSUBSHROT_3_2_N",
+			"description": ""
+		},
+		"SANIMSUBSHROT_3_V": {
+			"source": "SANIMSUBSHROT_3_V",
+			"description": ""
+		},
+		"SANIMSUBSHROT_V": {
+			"source": "SANIMSUBSHROT_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_1_V": {
+			"source": "SANIMSUBSILK_1_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_3_V": {
+			"source": "SANIMSUBSILK_3_V",
+			"description": ""
+		},
+		"SANIMSUBSILK_V": {
+			"source": "SANIMSUBSILK_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_1_V": {
+			"source": "SARACRPNODEFSUB_1_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_3_V": {
+			"source": "SARACRPNODEFSUB_3_V",
+			"description": ""
+		},
+		"SARACRPNODEFSUB_V": {
+			"source": "SARACRPNODEFSUB_V",
+			"description": ""
+		},
+		"SBEFPURSUB_2_V": {
+			"source": "SBEFPURSUB_2_V",
+			"description": ""
+		},
+		"SBEFPURSUB_3_V": {
+			"source": "SBEFPURSUB_3_V",
+			"description": ""
+		},
+		"SBEFPURSUB_V": {
+			"source": "SBEFPURSUB_V",
+			"description": ""
+		},
+		"SBEFSUB_1_1_N": {
+			"source": "SBEFSUB_1_1_N",
+			"description": ""
+		},
+		"SBEFSUB_1_V": {
+			"source": "SBEFSUB_1_V",
+			"description": ""
+		},
+		"SBEFSUB_2_1_N": {
+			"source": "SBEFSUB_2_1_N",
+			"description": ""
+		},
+		"SBEFSUB_2_V": {
+			"source": "SBEFSUB_2_V",
+			"description": ""
+		},
+		"SBEFSUB_3_1_N": {
+			"source": "SBEFSUB_3_1_N",
+			"description": ""
+		},
+		"SBEFSUB_3_V": {
+			"source": "SBEFSUB_3_V",
+			"description": ""
+		},
+		"SBEFSUB_V": {
+			"source": "SBEFSUB_V",
+			"description": ""
+		},
+		"SBERNUTSUB_1_V": {
+			"source": "SBERNUTSUB_1_V",
+			"description": ""
+		},
+		"SBERNUTSUB_3_V": {
+			"source": "SBERNUTSUB_3_V",
+			"description": ""
+		},
+		"SBERNUTSUB_V": {
+			"source": "SBERNUTSUB_V",
+			"description": ""
+		},
+		"SBFR_N": {
+			"source": "SBFR_N",
+			"description": ""
+		},
+		"SBPS_1_1_N": {
+			"source": "SBPS_1_1_N",
+			"description": ""
+		},
+		"SBPS_1_2_N": {
+			"source": "SBPS_1_2_N",
+			"description": ""
+		},
+		"SBPS_1_3_N": {
+			"source": "SBPS_1_3_N",
+			"description": ""
+		},
+		"SBPS_1_V": {
+			"source": "SBPS_1_V",
+			"description": ""
+		},
+		"SBPS_2_1_N": {
+			"source": "SBPS_2_1_N",
+			"description": ""
+		},
+		"SBPS_2_2_N": {
+			"source": "SBPS_2_2_N",
+			"description": ""
+		},
+		"SBPS_2_3_N": {
+			"source": "SBPS_2_3_N",
+			"description": ""
+		},
+		"SBPS_2_V": {
+			"source": "SBPS_2_V",
+			"description": ""
+		},
+		"SBPS_3_1_N": {
+			"source": "SBPS_3_1_N",
+			"description": ""
+		},
+		"SBPS_3_2_N": {
+			"source": "SBPS_3_2_N",
+			"description": ""
+		},
+		"SBPS_3_3_N": {
+			"source": "SBPS_3_3_N",
+			"description": ""
+		},
+		"SBPS_3_V": {
+			"source": "SBPS_3_V",
+			"description": ""
+		},
+		"SBPS_V": {
+			"source": "SBPS_V",
+			"description": ""
+		},
+		"SCATLSUB_1_V": {
+			"source": "SCATLSUB_1_V",
+			"description": ""
+		},
+		"SCATLSUB_3_V": {
+			"source": "SCATLSUB_3_V",
+			"description": ""
+		},
+		"SCATLSUB_V": {
+			"source": "SCATLSUB_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_1_V": {
+			"source": "SCITRPLTSSUB_1_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_3_V": {
+			"source": "SCITRPLTSSUB_3_V",
+			"description": ""
+		},
+		"SCITRPLTSSUB_V": {
+			"source": "SCITRPLTSSUB_V",
+			"description": ""
+		},
+		"SCOPSUB_1_V": {
+			"source": "SCOPSUB_1_V",
+			"description": ""
+		},
+		"SCOPSUB_3_V": {
+			"source": "SCOPSUB_3_V",
+			"description": ""
+		},
+		"SCOPSUB_V": {
+			"source": "SCOPSUB_V",
+			"description": ""
+		},
+		"SCOPSUBCER_1_2_N": {
+			"source": "SCOPSUBCER_1_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_1_3_N": {
+			"source": "SCOPSUBCER_1_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_1_V": {
+			"source": "SCOPSUBCER_1_V",
+			"description": ""
+		},
+		"SCOPSUBCER_2_2_N": {
+			"source": "SCOPSUBCER_2_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_2_3_N": {
+			"source": "SCOPSUBCER_2_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_2_V": {
+			"source": "SCOPSUBCER_2_V",
+			"description": ""
+		},
+		"SCOPSUBCER_3_2_N": {
+			"source": "SCOPSUBCER_3_2_N",
+			"description": ""
+		},
+		"SCOPSUBCER_3_3_N": {
+			"source": "SCOPSUBCER_3_3_N",
+			"description": ""
+		},
+		"SCOPSUBCER_3_V": {
+			"source": "SCOPSUBCER_3_V",
+			"description": ""
+		},
+		"SCOPSUBCER_V": {
+			"source": "SCOPSUBCER_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_1_V": {
+			"source": "SCOPSUBOIL_1_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_2_V": {
+			"source": "SCOPSUBOIL_2_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_3_V": {
+			"source": "SCOPSUBOIL_3_V",
+			"description": ""
+		},
+		"SCOPSUBOIL_V": {
+			"source": "SCOPSUBOIL_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_1_V": {
+			"source": "SCOPSUBPROT_1_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_2_V": {
+			"source": "SCOPSUBPROT_2_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_3_V": {
+			"source": "SCOPSUBPROT_3_V",
+			"description": ""
+		},
+		"SCOPSUBPROT_V": {
+			"source": "SCOPSUBPROT_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_1_V": {
+			"source": "SCOSTOTHSUB_1_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_2_V": {
+			"source": "SCOSTOTHSUB_2_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_3_V": {
+			"source": "SCOSTOTHSUB_3_V",
+			"description": ""
+		},
+		"SCOSTOTHSUB_V": {
+			"source": "SCOSTOTHSUB_V",
+			"description": ""
+		},
+		"SCOTNSUB_1_V": {
+			"source": "SCOTNSUB_1_V",
+			"description": ""
+		},
+		"SCOTNSUB_3_V": {
+			"source": "SCOTNSUB_3_V",
+			"description": ""
+		},
+		"SCOTNSUB_V": {
+			"source": "SCOTNSUB_V",
+			"description": ""
+		},
+		"SCRPCATCH_N": {
+			"source": "SCRPCATCH_N",
+			"description": ""
+		},
+		"SCRPCOSTSUB_1_V": {
+			"source": "SCRPCOSTSUB_1_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_2_V": {
+			"source": "SCRPCOSTSUB_2_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_3_V": {
+			"source": "SCRPCOSTSUB_3_V",
+			"description": ""
+		},
+		"SCRPCOSTSUB_V": {
+			"source": "SCRPCOSTSUB_V",
+			"description": ""
+		},
+		"SCRPDVRSUBGR_N": {
+			"source": "SCRPDVRSUBGR_N",
+			"description": ""
+		},
+		"SCRPDVRSUBGR_T": {
+			"source": "SCRPDVRSUBGR_T",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_1_V": {
+			"source": "SCRPINDOTHSUB_1_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_2_V": {
+			"source": "SCRPINDOTHSUB_2_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_3_V": {
+			"source": "SCRPINDOTHSUB_3_V",
+			"description": ""
+		},
+		"SCRPINDOTHSUB_V": {
+			"source": "SCRPINDOTHSUB_V",
+			"description": ""
+		},
+		"SCRPINDSUB_1_V": {
+			"source": "SCRPINDSUB_1_V",
+			"description": ""
+		},
+		"SCRPINDSUB_3_V": {
+			"source": "SCRPINDSUB_3_V",
+			"description": ""
+		},
+		"SCRPINDSUB_V": {
+			"source": "SCRPINDSUB_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_1_V": {
+			"source": "SCRPINDSUBCHIC_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_2_V": {
+			"source": "SCRPINDSUBCHIC_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_3_V": {
+			"source": "SCRPINDSUBCHIC_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBCHIC_V": {
+			"source": "SCRPINDSUBCHIC_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_1_V": {
+			"source": "SCRPINDSUBFLAX_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_2_V": {
+			"source": "SCRPINDSUBFLAX_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_3_V": {
+			"source": "SCRPINDSUBFLAX_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBFLAX_V": {
+			"source": "SCRPINDSUBFLAX_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_1_V": {
+			"source": "SCRPINDSUBHEMP_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_2_V": {
+			"source": "SCRPINDSUBHEMP_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_3_V": {
+			"source": "SCRPINDSUBHEMP_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBHEMP_V": {
+			"source": "SCRPINDSUBHEMP_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_1_V": {
+			"source": "SCRPINDSUBHOP_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_2_V": {
+			"source": "SCRPINDSUBHOP_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_3_V": {
+			"source": "SCRPINDSUBHOP_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBHOP_V": {
+			"source": "SCRPINDSUBHOP_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_1_V": {
+			"source": "SCRPINDSUBLEG_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_3_V": {
+			"source": "SCRPINDSUBLEG_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBLEG_V": {
+			"source": "SCRPINDSUBLEG_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_1_V": {
+			"source": "SCRPINDSUBRICE_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_3_V": {
+			"source": "SCRPINDSUBRICE_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBRICE_V": {
+			"source": "SCRPINDSUBRICE_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_1_V": {
+			"source": "SCRPINDSUBSUGCN_1_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_2_V": {
+			"source": "SCRPINDSUBSUGCN_2_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_3_V": {
+			"source": "SCRPINDSUBSUGCN_3_V",
+			"description": ""
+		},
+		"SCRPINDSUBSUGCN_V": {
+			"source": "SCRPINDSUBSUGCN_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_2_N": {
+			"source": "SCRPPERMNDEFSUB_1_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_3_N": {
+			"source": "SCRPPERMNDEFSUB_1_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_1_V": {
+			"source": "SCRPPERMNDEFSUB_1_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_2_N": {
+			"source": "SCRPPERMNDEFSUB_2_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_3_N": {
+			"source": "SCRPPERMNDEFSUB_2_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_2_V": {
+			"source": "SCRPPERMNDEFSUB_2_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_2_N": {
+			"source": "SCRPPERMNDEFSUB_3_2_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_3_N": {
+			"source": "SCRPPERMNDEFSUB_3_3_N",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_3_V": {
+			"source": "SCRPPERMNDEFSUB_3_V",
+			"description": ""
+		},
+		"SCRPPERMNDEFSUB_V": {
+			"source": "SCRPPERMNDEFSUB_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_1_V": {
+			"source": "SCRPPERMSUBBERRY_1_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_2_V": {
+			"source": "SCRPPERMSUBBERRY_2_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_3_V": {
+			"source": "SCRPPERMSUBBERRY_3_V",
+			"description": ""
+		},
+		"SCRPPERMSUBBERRY_V": {
+			"source": "SCRPPERMSUBBERRY_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_1_V": {
+			"source": "SCRPPERMSUBNUT_1_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_2_V": {
+			"source": "SCRPPERMSUBNUT_2_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_3_V": {
+			"source": "SCRPPERMSUBNUT_3_V",
+			"description": ""
+		},
+		"SCRPPERMSUBNUT_V": {
+			"source": "SCRPPERMSUBNUT_V",
+			"description": ""
+		},
+		"SDAIRSUB_1_1_N": {
+			"source": "SDAIRSUB_1_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_1_3_N": {
+			"source": "SDAIRSUB_1_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_1_V": {
+			"source": "SDAIRSUB_1_V",
+			"description": ""
+		},
+		"SDAIRSUB_2_1_N": {
+			"source": "SDAIRSUB_2_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_2_3_N": {
+			"source": "SDAIRSUB_2_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_2_V": {
+			"source": "SDAIRSUB_2_V",
+			"description": ""
+		},
+		"SDAIRSUB_3_1_N": {
+			"source": "SDAIRSUB_3_1_N",
+			"description": ""
+		},
+		"SDAIRSUB_3_3_N": {
+			"source": "SDAIRSUB_3_3_N",
+			"description": ""
+		},
+		"SDAIRSUB_3_V": {
+			"source": "SDAIRSUB_3_V",
+			"description": ""
+		},
+		"SDAIRSUB_V": {
+			"source": "SDAIRSUB_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_1_V": {
+			"source": "SDIFPRVSACCYRS_1_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_2_V": {
+			"source": "SDIFPRVSACCYRS_2_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_3_V": {
+			"source": "SDIFPRVSACCYRS_3_V",
+			"description": ""
+		},
+		"SDIFPRVSACCYRS_V": {
+			"source": "SDIFPRVSACCYRS_V",
+			"description": ""
+		},
+		"SDRYFODSUB_1_V": {
+			"source": "SDRYFODSUB_1_V",
+			"description": ""
+		},
+		"SDRYFODSUB_3_V": {
+			"source": "SDRYFODSUB_3_V",
+			"description": ""
+		},
+		"SDRYFODSUB_V": {
+			"source": "SDRYFODSUB_V",
+			"description": ""
+		},
+		"SDSTRSUB_1_V": {
+			"source": "SDSTRSUB_1_V",
+			"description": ""
+		},
+		"SDSTRSUB_2_V": {
+			"source": "SDSTRSUB_2_V",
+			"description": ""
+		},
+		"SDSTRSUB_3_V": {
+			"source": "SDSTRSUB_3_V",
+			"description": ""
+		},
+		"SDSTRSUB_V": {
+			"source": "SDSTRSUB_V",
+			"description": ""
+		},
+		"SEFASUBGR_N": {
+			"source": "SEFASUBGR_N",
+			"description": ""
+		},
+		"SEFASUBGR_T": {
+			"source": "SEFASUBGR_T",
+			"description": ""
+		},
+		"SELSUB_1_V": {
+			"source": "SELSUB_1_V",
+			"description": ""
+		},
+		"SELSUB_2_V": {
+			"source": "SELSUB_2_V",
+			"description": ""
+		},
+		"SELSUB_3_V": {
+			"source": "SELSUB_3_V",
+			"description": ""
+		},
+		"SELSUB_V": {
+			"source": "SELSUB_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_1_V": {
+			"source": "SFEDGRZLVSUB_1_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_2_V": {
+			"source": "SFEDGRZLVSUB_2_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_3_V": {
+			"source": "SFEDGRZLVSUB_3_V",
+			"description": ""
+		},
+		"SFEDGRZLVSUB_V": {
+			"source": "SFEDGRZLVSUB_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_1_V": {
+			"source": "SFEDPIGSUB_1_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_2_V": {
+			"source": "SFEDPIGSUB_2_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_3_V": {
+			"source": "SFEDPIGSUB_3_V",
+			"description": ""
+		},
+		"SFEDPIGSUB_V": {
+			"source": "SFEDPIGSUB_V",
+			"description": ""
+		},
+		"SFLNDSUBGR_N": {
+			"source": "SFLNDSUBGR_N",
+			"description": ""
+		},
+		"SFLSHTGSUB_1_V": {
+			"source": "SFLSHTGSUB_1_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_2_V": {
+			"source": "SFLSHTGSUB_2_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_3_V": {
+			"source": "SFLSHTGSUB_3_V",
+			"description": ""
+		},
+		"SFLSHTGSUB_V": {
+			"source": "SFLSHTGSUB_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_1_V": {
+			"source": "SFLSMTRSUB_1_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_2_V": {
+			"source": "SFLSMTRSUB_2_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_3_V": {
+			"source": "SFLSMTRSUB_3_V",
+			"description": ""
+		},
+		"SFLSMTRSUB_V": {
+			"source": "SFLSMTRSUB_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_1_V": {
+			"source": "SFLWLNDSUB_1_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_3_V": {
+			"source": "SFLWLNDSUB_3_V",
+			"description": ""
+		},
+		"SFLWLNDSUB_V": {
+			"source": "SFLWLNDSUB_V",
+			"description": ""
+		},
+		"SFRSUB_2_V": {
+			"source": "SFRSUB_2_V",
+			"description": ""
+		},
+		"SFRSUB_V": {
+			"source": "SFRSUB_V",
+			"description": ""
+		},
+		"SFRSUBIMP_2_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SFRSUBIMP_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SFRSUBN2000_2_V": {
+			"source": "SFRSUBN2000_2_V",
+			"description": ""
+		},
+		"SFRSUBN2000_V": {
+			"source": "SFRSUBN2000_V",
+			"description": ""
+		},
+		"SFRTSUB_1_V": {
+			"source": "SFRTSUB_1_V",
+			"description": ""
+		},
+		"SFRTSUB_2_V": {
+			"source": "SFRTSUB_2_V",
+			"description": ""
+		},
+		"SFRTSUB_3_V": {
+			"source": "SFRTSUB_3_V",
+			"description": ""
+		},
+		"SFRTSUB_V": {
+			"source": "SFRTSUB_V",
+			"description": ""
+		},
+		"SFRUTVEGSUB_1_V": {
+			"source": "SFRUTVEGSUB_1_V",
+			"description": ""
+		},
+		"SFRUTVEGSUB_V": {
+			"source": "SFRUTVEGSUB_V",
+			"description": ""
+		},
+		"SINSSUB_1_V": {
+			"source": "SINSSUB_1_V",
+			"description": ""
+		},
+		"SINSSUB_2_V": {
+			"source": "SINSSUB_2_V",
+			"description": ""
+		},
+		"SINSSUB_3_V": {
+			"source": "SINSSUB_3_V",
+			"description": ""
+		},
+		"SINSSUB_V": {
+			"source": "SINSSUB_V",
+			"description": ""
+		},
+		"SINTSUB_1_V": {
+			"source": "SINTSUB_1_V",
+			"description": ""
+		},
+		"SINTSUB_2_V": {
+			"source": "SINTSUB_2_V",
+			"description": ""
+		},
+		"SINTSUB_3_V": {
+			"source": "SINTSUB_3_V",
+			"description": ""
+		},
+		"SINTSUB_V": {
+			"source": "SINTSUB_V",
+			"description": ""
+		},
+		"SINVSUB_2_V": {
+			"source": "SINVSUB_2_V",
+			"description": ""
+		},
+		"SINVSUB_3_V": {
+			"source": "SINVSUB_3_V",
+			"description": ""
+		},
+		"SINVSUB_V": {
+			"source": "SINVSUB_V",
+			"description": ""
+		},
+		"SLNDS_N": {
+			"source": "SLNDS_N",
+			"description": ""
+		},
+		"SLNTL_N": {
+			"source": "SLNTL_N",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_2_V": {
+			"source": "SLVDAIRPURSUB_2_V",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_3_V": {
+			"source": "SLVDAIRPURSUB_3_V",
+			"description": ""
+		},
+		"SLVDAIRPURSUB_V": {
+			"source": "SLVDAIRPURSUB_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_1_V": {
+			"source": "SLVOTHCOSTSUB_1_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_2_V": {
+			"source": "SLVOTHCOSTSUB_2_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_3_V": {
+			"source": "SLVOTHCOSTSUB_3_V",
+			"description": ""
+		},
+		"SLVOTHCOSTSUB_V": {
+			"source": "SLVOTHCOSTSUB_V",
+			"description": ""
+		},
+		"SN2000SUB_2_V": {
+			"source": "SN2000SUB_2_V",
+			"description": ""
+		},
+		"SN2000SUB_V": {
+			"source": "SN2000SUB_V",
+			"description": ""
+		},
+		"SNFC_N": {
+			"source": "SNFC_N",
+			"description": ""
+		},
+		"SNHNDMNTSUB_2_V": {
+			"source": "SNHNDMNTSUB_2_V",
+			"description": ""
+		},
+		"SNHNDMNTSUB_V": {
+			"source": "SNHNDMNTSUB_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_1_V": {
+			"source": "SNO1K2KSUB_1_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_2_V": {
+			"source": "SNO1K2KSUB_2_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_3_V": {
+			"source": "SNO1K2KSUB_3_V",
+			"description": ""
+		},
+		"SNO1K2KSUB_V": {
+			"source": "SNO1K2KSUB_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_1_V": {
+			"source": "SNRPCOTNSUB_1_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_3_V": {
+			"source": "SNRPCOTNSUB_3_V",
+			"description": ""
+		},
+		"SNRPCOTNSUB_V": {
+			"source": "SNRPCOTNSUB_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_1_V": {
+			"source": "SOGACOSTSUB_1_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_2_V": {
+			"source": "SOGACOSTSUB_2_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_3_V": {
+			"source": "SOGACOSTSUB_3_V",
+			"description": ""
+		},
+		"SOGACOSTSUB_V": {
+			"source": "SOGACOSTSUB_V",
+			"description": ""
+		},
+		"SORGSUB_2_V": {
+			"source": "SORGSUB_2_V",
+			"description": ""
+		},
+		"SORGSUB_3_V": {
+			"source": "SORGSUB_3_V",
+			"description": ""
+		},
+		"SORGSUB_V": {
+			"source": "SORGSUB_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_1_V": {
+			"source": "SOTHEXCPSUB_1_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_2_V": {
+			"source": "SOTHEXCPSUB_2_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_3_V": {
+			"source": "SOTHEXCPSUB_3_V",
+			"description": ""
+		},
+		"SOTHEXCPSUB_V": {
+			"source": "SOTHEXCPSUB_V",
+			"description": ""
+		},
+		"SPEA_N": {
+			"source": "SPEA_N",
+			"description": ""
+		},
+		"SPERMGRSN2000_T": {
+			"source": "SPERMGRSN2000_T",
+			"description": ""
+		},
+		"SPERMGRSNON2000_T": {
+			"source": "SPERMGRSNON2000_T",
+			"description": ""
+		},
+		"SPERMGRSSUB_1_V": {
+			"source": "SPERMGRSSUB_1_V",
+			"description": ""
+		},
+		"SPERMGRSSUB_3_V": {
+			"source": "SPERMGRSSUB_3_V",
+			"description": ""
+		},
+		"SPERMGRSSUB_V": {
+			"source": "SPERMGRSSUB_V",
+			"description": ""
+		},
+		"SPERMGRSSUBGR_N": {
+			"source": "SPERMGRSSUBGR_N",
+			"description": ""
+		},
+		"SPERMGRSSUBGR_T": {
+			"source": "SPERMGRSSUBGR_T",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_2_V": {
+			"source": "SPIGPLTRPURSUB_2_V",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_3_V": {
+			"source": "SPIGPLTRPURSUB_3_V",
+			"description": ""
+		},
+		"SPIGPLTRPURSUB_V": {
+			"source": "SPIGPLTRPURSUB_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_1_N": {
+			"source": "SPIGPLTRSUB_1_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_3_N": {
+			"source": "SPIGPLTRSUB_1_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_1_V": {
+			"source": "SPIGPLTRSUB_1_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_1_N": {
+			"source": "SPIGPLTRSUB_2_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_3_N": {
+			"source": "SPIGPLTRSUB_2_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_2_V": {
+			"source": "SPIGPLTRSUB_2_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_1_N": {
+			"source": "SPIGPLTRSUB_3_1_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_3_N": {
+			"source": "SPIGPLTRSUB_3_3_N",
+			"description": ""
+		},
+		"SPIGPLTRSUB_3_V": {
+			"source": "SPIGPLTRSUB_3_V",
+			"description": ""
+		},
+		"SPIGPLTRSUB_V": {
+			"source": "SPIGPLTRSUB_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_1_V": {
+			"source": "SPLTSOILSUB_1_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_3_V": {
+			"source": "SPLTSOILSUB_3_V",
+			"description": ""
+		},
+		"SPLTSOILSUB_V": {
+			"source": "SPLTSOILSUB_V",
+			"description": ""
+		},
+		"SPLTVINSUB_1_V": {
+			"source": "SPLTVINSUB_1_V",
+			"description": ""
+		},
+		"SPLTVINSUB_3_V": {
+			"source": "SPLTVINSUB_3_V",
+			"description": ""
+		},
+		"SPLTVINSUB_V": {
+			"source": "SPLTVINSUB_V",
+			"description": ""
+		},
+		"SPMSFSUB_1_V": {
+			"source": "SPMSFSUB_1_V",
+			"description": ""
+		},
+		"SPMSFSUB_3_V": {
+			"source": "SPMSFSUB_3_V",
+			"description": ""
+		},
+		"SPMSFSUB_V": {
+			"source": "SPMSFSUB_V",
+			"description": ""
+		},
+		"SPOTSUB_1_V": {
+			"source": "SPOTSUB_1_V",
+			"description": ""
+		},
+		"SPOTSUB_3_V": {
+			"source": "SPOTSUB_3_V",
+			"description": ""
+		},
+		"SPOTSUB_V": {
+			"source": "SPOTSUB_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_1_V": {
+			"source": "SPOTSUBOWST_1_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_2_V": {
+			"source": "SPOTSUBOWST_2_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_3_V": {
+			"source": "SPOTSUBOWST_3_V",
+			"description": ""
+		},
+		"SPOTSUBOWST_V": {
+			"source": "SPOTSUBOWST_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_1_V": {
+			"source": "SPRCTCLIMENV_1_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_2_V": {
+			"source": "SPRCTCLIMENV_2_V",
+			"description": ""
+		},
+		"SPRCTCLIMENV_V": {
+			"source": "SPRCTCLIMENV_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_1_V": {
+			"source": "SPRTCRPSUB_1_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_2_V": {
+			"source": "SPRTCRPSUB_2_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_3_V": {
+			"source": "SPRTCRPSUB_3_V",
+			"description": ""
+		},
+		"SPRTCRPSUB_V": {
+			"source": "SPRTCRPSUB_V",
+			"description": ""
+		},
+		"SPS1300_V": {
+			"source": "SPS1300_V",
+			"description": ""
+		},
+		"SPS1300_1_V": {
+			"source": "SPS1300_1_V",
+			"description": ""
+		},
+		"SRDOTHSUB_2_V": {
+			"source": "SRDOTHSUB_2_V",
+			"description": ""
+		},
+		"SRDOTHSUB_V": {
+			"source": "SRDOTHSUB_V",
+			"description": ""
+		},
+		"SSAPS_1_2_N": {
+			"source": "SSAPS_1_2_N",
+			"description": ""
+		},
+		"SSAPS_1_V": {
+			"source": "SSAPS_1_V",
+			"description": ""
+		},
+		"SSAPS_2_2_N": {
+			"source": "SSAPS_2_2_N",
+			"description": ""
+		},
+		"SSAPS_2_V": {
+			"source": "SSAPS_2_V",
+			"description": ""
+		},
+		"SSAPS_3_2_N": {
+			"source": "SSAPS_3_2_N",
+			"description": ""
+		},
+		"SSAPS_3_V": {
+			"source": "SSAPS_3_V",
+			"description": ""
+		},
+		"SSAPS_V": {
+			"source": "SSAPS_V",
+			"description": ""
+		},
+		"SSCOTNSUB_1_V": {
+			"source": "SSCOTNSUB_1_V",
+			"description": ""
+		},
+		"SSCOTNSUB_3_V": {
+			"source": "SSCOTNSUB_3_V",
+			"description": ""
+		},
+		"SSCOTNSUB_V": {
+			"source": "SSCOTNSUB_V",
+			"description": ""
+		},
+		"SSCOWPRM_1_V": {
+			"source": "SSCOWPRM_1_V",
+			"description": ""
+		},
+		"SSCOWPRM_2_V": {
+			"source": "SSCOWPRM_2_V",
+			"description": ""
+		},
+		"SSCOWPRM_V": {
+			"source": "SSCOWPRM_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_1_V": {
+			"source": "SSCOWPRMADD_1_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_2_V": {
+			"source": "SSCOWPRMADD_2_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_3_V": {
+			"source": "SSCOWPRMADD_3_V",
+			"description": ""
+		},
+		"SSCOWPRMADD_V": {
+			"source": "SSCOWPRMADD_V",
+			"description": ""
+		},
+		"SSDSTRSUB_2_V": {
+			"source": "SSDSTRSUB_2_V",
+			"description": ""
+		},
+		"SSDSTRSUB_V": {
+			"source": "SSDSTRSUB_V",
+			"description": ""
+		},
+		"SSEDSUB_1_V": {
+			"source": "SSEDSUB_1_V",
+			"description": ""
+		},
+		"SSEDSUB_2_V": {
+			"source": "SSEDSUB_2_V",
+			"description": ""
+		},
+		"SSEDSUB_3_V": {
+			"source": "SSEDSUB_3_V",
+			"description": ""
+		},
+		"SSEDSUB_V": {
+			"source": "SSEDSUB_V",
+			"description": ""
+		},
+		"SSFS_1_V": {
+			"source": "SSFS_1_V",
+			"description": ""
+		},
+		"SSFS_2_V": {
+			"source": "SSFS_2_V",
+			"description": ""
+		},
+		"SSFS_V": {
+			"source": "SSFS_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_1_V": {
+			"source": "SSHEPGTPRM_1_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_2_V": {
+			"source": "SSHEPGTPRM_2_V",
+			"description": ""
+		},
+		"SSHEPGTPRM_V": {
+			"source": "SSHEPGTPRM_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_1_V": {
+			"source": "SSHEPGTPRMSUP_1_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_2_V": {
+			"source": "SSHEPGTPRMSUP_2_V",
+			"description": ""
+		},
+		"SSHEPGTPRMSUP_V": {
+			"source": "SSHEPGTPRMSUP_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_2_V": {
+			"source": "SSHEPGTPURSUB_2_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_3_V": {
+			"source": "SSHEPGTPURSUB_3_V",
+			"description": ""
+		},
+		"SSHEPGTPURSUB_V": {
+			"source": "SSHEPGTPURSUB_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_1_N": {
+			"source": "SSHEPGTSUB_1_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_3_N": {
+			"source": "SSHEPGTSUB_1_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_1_V": {
+			"source": "SSHEPGTSUB_1_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_1_N": {
+			"source": "SSHEPGTSUB_2_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_3_N": {
+			"source": "SSHEPGTSUB_2_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_2_V": {
+			"source": "SSHEPGTSUB_2_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_1_N": {
+			"source": "SSHEPGTSUB_3_1_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_3_N": {
+			"source": "SSHEPGTSUB_3_3_N",
+			"description": ""
+		},
+		"SSHEPGTSUB_3_V": {
+			"source": "SSHEPGTSUB_3_V",
+			"description": ""
+		},
+		"SSHEPGTSUB_V": {
+			"source": "SSHEPGTSUB_V",
+			"description": ""
+		},
+		"SSHROT_N": {
+			"source": "SSHROT_N",
+			"description": ""
+		},
+		"SSPSN_1_V": {
+			"source": "SSPSN_1_V",
+			"description": ""
+		},
+		"SSPSN_2_V": {
+			"source": "SSPSN_2_V",
+			"description": ""
+		},
+		"SSPSN_V": {
+			"source": "SSPSN_V",
+			"description": ""
+		},
+		"SSPSPERMGRS_1_V": {
+			"source": "SSPSPERMGRS_1_V",
+			"description": ""
+		},
+		"SSPSPERMGRS_V": {
+			"source": "SSPSPERMGRS_V",
+			"description": ""
+		},
+		"SSPSS_1_V": {
+			"source": "SSPSS_1_V",
+			"description": ""
+		},
+		"SSPSS_V": {
+			"source": "SSPSS_V",
+			"description": ""
+		},
+		"SSSEDSUB_1_V": {
+			"source": "SSSEDSUB_1_V",
+			"description": ""
+		},
+		"SSSEDSUB_2_V": {
+			"source": "SSSEDSUB_2_V",
+			"description": ""
+		},
+		"SSSEDSUB_3_V": {
+			"source": "SSSEDSUB_3_V",
+			"description": ""
+		},
+		"SSSEDSUB_V": {
+			"source": "SSSEDSUB_V",
+			"description": ""
+		},
+		"SSTRFR_N": {
+			"source": "SSTRFR_N",
+			"description": ""
+		},
+		"SSUGBTSUB_1_V": {
+			"source": "SSUGBTSUB_1_V",
+			"description": ""
+		},
+		"SSUGBTSUB_3_V": {
+			"source": "SSUGBTSUB_3_V",
+			"description": ""
+		},
+		"SSUGBTSUB_V": {
+			"source": "SSUGBTSUB_V",
+			"description": ""
+		},
+		"STRC_N": {
+			"source": "STRC_N",
+			"description": ""
+		},
+		"SVEGSUB_1_V": {
+			"source": "SVEGSUB_1_V",
+			"description": ""
+		},
+		"SVEGSUB_3_V": {
+			"source": "SVEGSUB_3_V",
+			"description": ""
+		},
+		"SVEGSUB_V": {
+			"source": "SVEGSUB_V",
+			"description": ""
+		},
+		"SWATRSUB_1_V": {
+			"source": "SWATRSUB_1_V",
+			"description": ""
+		},
+		"SWATRSUB_2_V": {
+			"source": "SWATRSUB_2_V",
+			"description": ""
+		},
+		"SWATRSUB_3_V": {
+			"source": "NA",
+			"description": ""
+		},
+		"SWATRSUB_V": {
+			"source": "SWATRSUB_V",
+			"description": ""
+		},
+		"SWGSSUB_1_V": {
+			"source": "SWGSSUB_1_V",
+			"description": ""
+		},
+		"SWGSSUB_2_V": {
+			"source": "SWGSSUB_2_V",
+			"description": ""
+		},
+		"SWGSSUB_3_V": {
+			"source": "SWGSSUB_3_V",
+			"description": ""
+		},
+		"SWGSSUB_V": {
+			"source": "SWGSSUB_V",
+			"description": ""
+		},
+		"SYF_1_V": {
+			"source": "SYF_1_V",
+			"description": ""
+		},
+		"SYF_2_V": {
+			"source": "SYF_2_V",
+			"description": ""
+		},
+		"SYF_V": {
+			"source": "SYF_V",
+			"description": ""
+		}
+	},
+	"crops": {
+		"SWHE": {
+			"description": "Soft wheat",
+			"columns": {
+				"LEVL": "ifelse(CWHTC_A>=CWHTC_TA,CWHTC_A,CWHTC_TA)",
+				"GROF": "CWHTC_PRQ",
+				"INTF": "CWHTC_FUV",
+				"EAAP": "CWHTC_TO",
+				"UVAG": "ifelse( CWHTC_PRQ>0, CWHTC_TO/CWHTC_PRQ, 0)",
+				"UVSA": "ifelse( CWHTC_SQ>0, CWHTC_SV/CWHTC_SQ, 0 )",
+				"IRTA": "CWHTC_IRTA"
+			}
+		},
+		"DWHE": {
+			"description": "Durum wheat",
+			"columns": {
+				"LEVL": "ifelse(CWHTD_A>=CWHTD_TA,CWHTD_A,CWHTD_TA)",
+				"GROF": "CWHTD_PRQ",
+				"INTF": "CWHTD_FUV",
+				"EAAP": "CWHTD_TO",
+				"UVAG": "ifelse( CWHTD_PRQ>0, CWHTD_TO/CWHTD_PRQ, 0 )",
+				"UVSA": "ifelse( CWHTD_SQ>0, CWHTD_SV/CWHTD_SQ, 0 )",
+				"IRTA": "CWHTD_IRTA"
+			}
+		},
+		"RYEM": {
+			"description": "Rye and meslin",
+			"columns": {
+				"LEVL": "ifelse(CRYE_A>=CRYE_TA,CRYE_A,CRYE_TA)",
+				"GROF": "CRYE_PRQ",
+				"INTF": "CRYE_FUV",
+				"EAAP": "CRYE_TO",
+				"UVAG": "ifelse( CRYE_PRQ>0, CRYE_TO/CRYE_PRQ, 0 )",
+				"UVSA": "ifelse( CRYE_SQ>0, CRYE_SV/CRYE_SQ, 0 )",
+				"IRTA": "CRYE_IRA"
+			}
+		},
+		"BARL": {
+			"description": "Barley",
+			"columns": {
+				"LEVL": "ifelse(CBRL_A>=CBRL_TA,CBRL_A,CBRL_TA)",
+				"GROF": "CBRL_PRQ",
+				"INTF": "CBRL_FUV",
+				"EAAP": "CBRL_TO",
+				"UVAG": "ifelse( CBRL_PRQ>0, CBRL_TO/CBRL_PRQ, 0)",
+				"UVSA": "ifelse( CBRL_SQ>0, CBRL_SV/CBRL_SQ, 0 )",
+				"IRTA": "CBRL_IRTA"
+			}
+		},
+		"OATS": {
+			"description": "Oats",
+			"columns": {
+				"LEVL": "ifelse(COAT_A>=COAT_TA,COAT_A,COAT_TA)",
+				"GROF": "COAT_PRQ",
+				"INTF": "COAT_FUV",
+				"EAAP": "COAT_TO",
+				"UVAG": "ifelse( COAT_PRQ>0, COAT_TO/COAT_PRQ, 0 )",
+				"UVSA": "ifelse( COAT_SQ>0, COAT_SV/COAT_SQ, 0 )",
+				"IRTA": "COAT_IRA"
+			}
+		},
+		"MAIZ": {
+			"description": "Grain maize",
+			"columns": {
+				"LEVL": "ifelse(CMZ_A>=CMZ_TA,CMZ_A,CMZ_TA)",
+				"GROF": "CMZ_PRQ",
+				"INTF": "CMZ_FUV",
+				"EAAP": "CMZ_TO",
+				"UVAG": "ifelse(CMZ_PRQ>0, CMZ_TO/CMZ_PRQ, 0 )",
+				"UVSA": "ifelse(CMZ_SQ>0, CMZ_SV/CMZ_SQ, 0 )",
+				"IRTA": "CMZ_IRTA"
+			}
+		},
+		"PARI": {
+			"description": "Rice",
+			"columns": {
+				"LEVL": "ifelse(CRICE_A>=CRICE_TA,CRICE_A,CRICE_TA)",
+				"GROF": "CRICE_PRQ",
+				"INTF": "CRICE_FUV",
+				"EAAP": "CRICE_TO",
+				"UVAG": "ifelse(CRICE_PRQ>0, CRICE_TO/CRICE_PRQ, 0 )",
+				"UVSA": "ifelse(CRICE_SQ>0, CRICE_SV/CRICE_SQ, 0 )",
+				"IRTA": "CRICE_IRTA"
+			}
+		},
+		"OCER": {
+			"description": "Oth.cereals",
+			"columns": {
+				"LEVL": "ifelse(CCEROTH_A>=CCEROTH_TA,CCEROTH_A,CCEROTH_TA)",
+				"GROF": "CCEROTH_PRQ",
+				"INTF": "CCEROTH_FUV",
+				"EAAP": "CCEROTH_TO",
+				"UVAG": "ifelse( CCEROTH_PRQ>0, CCEROTH_TO/CCEROTH_PRQ, 0 )",
+				"UVSA": "ifelse( CCEROTH_SQ>0, CCEROTH_SV/CCEROTH_SQ, 0 )",
+				"IRTA": "CCEROTH_IRA"
+			}
+		},
+		"RAPE": {
+			"description": "Rape seed",
+			"columns": {
+				"LEVL": "ifelse(CRAPE_A>=CRAPE_TA,CRAPE_A,CRAPE_TA)",
+				"GROF": "CRAPE_PRQ",
+				"INTF": "CRAPE_FUV",
+				"EAAP": "CRAPE_TO",
+				"UVAG": "ifelse( CRAPE_PRQ>0, CRAPE_TO/CRAPE_PRQ, 0 )",
+				"UVSA": "ifelse( CRAPE_SQ>0, CRAPE_SV/CRAPE_SQ, 0 )",
+				"IRTA": "CRAPE_IRA"
+			}
+		},
+		"SUNF": {
+			"description": "Sunflower",
+			"columns": {
+				"LEVL": "ifelse(CSNFL_A>=CSNFL_TA,CSNFL_A,CSNFL_TA)",
+				"GROF": "CSNFL_PRQ",
+				"INTF": "CSNFL_FUV",
+				"EAAP": "CSNFL_TO",
+				"UVAG": "ifelse( CSNFL_PRQ>0, CSNFL_TO/CSNFL_PRQ, 0  )",
+				"UVSA": "ifelse( CSNFL_SQ>0, CSNFL_SV/CSNFL_SQ, 0 )",
+				"IRTA": "CSNFL_IRA"
+			}
+		},
+		"SOYA": {
+			"description": "Soya",
+			"columns": {
+				"LEVL": "ifelse(CSOYA_A>=CSOYA_TA,CSOYA_A,CSOYA_TA)",
+				"GROF": "CSOYA_PRQ",
+				"INTF": "CSOYA_FUV",
+				"EAAP": "CSOYA_TO",
+				"UVAG": "ifelse( CSOYA_PRQ>0, CSOYA_TO/CSOYA_PRQ, 0 )",
+				"UVSA": "ifelse( CSOYA_SQ>0, CSOYA_SV/CSOYA_SQ, 0 )",
+				"IRTA": "CSOYA_IRA"
+			}
+		},
+		"OOIL": {
+			"description": "Other Oil seeds(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CCRPOILOTH_A >=CCRPOILOTH_TA &CLINSED_A >=CLINSED_TA ,CCRPOILOTH_A+CLINSED_A, CLINSED_TA+CLINSED_TA )",
+				"GROF": "CCRPOILOTH_PRQ+CLINSED_PRQ",
+				"INTF": "CCRPOILOTH_FUV+CLINSED_FUV",
+				"EAAP": "CCRPOILOTH_TO + CLINSED_TO",
+				"UVAG": "ifelse(  (CCRPOILOTH_PRQ+CLINSED_PRQ)>0, (CCRPOILOTH_TO + CLINSED_TO)/(CCRPOILOTH_PRQ+CLINSED_PRQ), 0  )",
+				"UVSA": "ifelse(  (CCRPOILOTH_SQ+CLINSED_SQ)>0,  (CCRPOILOTH_SV+CLINSED_SV)/(CCRPOILOTH_SQ+CLINSED_SQ), 0  )",
+				"IRTA": "CCRPOILOTH_IRA+CLINSED_IRA"
+			}
+		},
+		"PULS_pea": {
+			"description": "Peas, field beans and sweet lupines",
+			"columns": {
+				"LEVL": "ifelse(CPEA_A>=CPEA_TA,CPEA_A,CPEA_TA)",
+				"GROF": "CPEA_PRQ",
+				"INTF": "CPEA_FUV",
+				"EAAP": "CPEA_TO",
+				"UVAG": "ifelse( (CPEA_TO)>0, (CPEA_TO)/(CPEA_PRQ), 0 )",
+				"UVSA": "ifelse( (CPEA_SQ)>0, (CPEA_SV)/(CPEA_SQ), 0 )",
+				"IRTA": "CPEA_IRA"
+			}
+		},
+		"PULS_lntls": {
+			"description": "Lentils, chickpeas and vetches",
+			"columns": {
+				"LEVL": "ifelse(CLNTL_A>=CLNTL_TA,CLNTL_A,CLNTL_TA)",
+				"GROF": "CLNTL_PRQ",
+				"INTF": "CLNTL_FUV",
+				"EAAP": "CLNTL_TO",
+				"UVAG": "ifelse( (CLNTL_TO)>0, (CLNTL_TO)/(CLNTL_PRQ), 0 )",
+				"UVSA": "ifelse( (CLNTL_SQ)>0, (CLNTL_SV)/(CLNTL_SQ), 0 )",
+				"IRTA": "CLNTL_IRA"
+			}
+		},
+		"PULS_oth": {
+			"description": "Other protein crops ",
+			"columns": {
+				"LEVL": "ifelse(CCRPPROTOTH_A>=CCRPPROTOTH_TA,CCRPPROTOTH_A,CCRPPROTOTH_TA)",
+				"GROF": "CCRPPROTOTH_PRQ",
+				"INTF": "CCRPPROTOTH_FUV",
+				"EAAP": "CCRPPROTOTH_TO",
+				"UVAG": "ifelse( (CCRPPROTOTH_TO)>0, (CCRPPROTOTH_TO)/(CCRPPROTOTH_PRQ), 0 )",
+				"UVSA": "ifelse( (CCRPPROTOTH_SQ)>0, (CCRPPROTOTH_SV)/(CCRPPROTOTH_SQ), 0 )",
+				"IRTA": "CCRPPROTOTH_IRA"
+			}
+		},
+		"POTA": {
+			"description": "Potatoes for starch and other potatoes (incl early and seed)",
+			"columns": {
+				"LEVL": "ifelse(CPOT_A>=CPOT_TA,CPOT_A,CPOT_TA)",
+				"GROF": "CPOT_PRQ",
+				"INTF": "CPOT_FUV",
+				"EAAP": "CPOT_TO",
+				"UVAG": "ifelse( CPOT_PRQ>0, CPOT_TO/CPOT_PRQ, 0 )",
+				"UVSA": "ifelse( CPOT_SQ>0, CPOT_SV/CPOT_SQ, 0  )",
+				"IRTA": "CPOT_IRTA"
+			}
+		},
+		"SUGB": {
+			"description": "Sugar beet",
+			"columns": {
+				"LEVL": "ifelse(CSUGBT_A>=CSUGBT_TA,CSUGBT_A,CSUGBT_TA)",
+				"GROF": "CSUGBT_PRQ",
+				"INTF": "CSUGBT_FUV",
+				"EAAP": "CSUGBT_TO",
+				"UVAG": "ifelse( CSUGBT_PRQ>0, CSUGBT_TO / CSUGBT_PRQ, 0 )",
+				"UVSA": "ifelse( CSUGBT_SQ>0, CSUGBT_SV/CSUGBT_SQ, 0 )",
+				"IRTA": "CSUGBT_IRTA"
+			}
+		},
+		"TEXT": {
+			"description": "cotton",
+			"columns": {
+				"LEVL": "ifelse(CCOTN_A>=CCOTN_TA,CCOTN_A,CCOTN_TA)",
+				"GROF": "CCOTN_PRQ",
+				"INTF": "CCOTN_FUV",
+				"EAAP": "CCOTN_TO",
+				"UVAG": "ifelse( CCOTN_PRQ>0, CCOTN_TO/CCOTN_PRQ, 0 )",
+				"UVSA": "ifelse( CCOTN_SQ>0, CCOTN_SV/CCOTN_SQ, 0 )",
+				"IRTA": "CCOTN_IRA"
+			}
+		},
+		"TOBA": {
+			"description": "Tobacco",
+			"columns": {
+				"LEVL": "ifelse(CTOBAC_A>=CTOBAC_TA,CTOBAC_A,CTOBAC_TA)",
+				"GROF": "CTOBAC_PRQ",
+				"INTF": "CTOBAC_FUV",
+				"EAAP": "CTOBAC_TO",
+				"UVAG": "ifelse( CTOBAC_PRQ>0, CTOBAC_TO / CTOBAC_PRQ, 0 )",
+				"UVSA": "ifelse( CTOBAC_SQ>0, CTOBAC_SV/CTOBAC_SQ, 0 )",
+				"IRTA": "CTOBAC_IRTA"
+			}
+		},
+		"OIND": {
+			"description": "Hops + Other industrials - Cotton (manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CHOP_A>=CHOP_TA&CMEDIC_A>=CMEDIC_TA&CSUGCN_A>=CSUGCN_TA&CFLAX_A >=CFLAX_TA& CHEMP_A>=CHEMP_TA &CFIBOTH_A >=CFIBOTH_TA &CCRPINDOTH_A>=CCRPINDOTH_TA, CHOP_A+CMEDIC_A+CSUGCN_A+CFLAX_A+CHEMP_A+CFIBOTH_A+CCRPINDOTH_A,CHOP_TA+CMEDIC_TA+CSUGCN_TA+CFLAX_TA+CHEMP_TA+CFIBOTH_TA+CCRPINDOTH_TA )",
+				"GROF": "CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ",
+				"INTF": "CHOP_FUV+CMEDIC_FUV+CSUGCN_FUV+CFLAX_FUV+CHEMP_FUV+CFIBOTH_FUV+CCRPINDOTH_FUV",
+				"EAAP": "CHOP_TO+CMEDIC_TO+CSUGCN_TO+CFLAX_TO+CHEMP_TO+CFIBOTH_TO+CCRPINDOTH_TO",
+				"UVAG": " ifelse( (CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ)>0, (CHOP_TO+CMEDIC_TO+CSUGCN_TO+CFLAX_TO+CHEMP_TO+CFIBOTH_TO+CCRPINDOTH_TO) / (CHOP_PRQ+CMEDIC_PRQ+CSUGCN_PRQ+CFLAX_PRQ+CHEMP_PRQ+CFIBOTH_PRQ+CCRPINDOTH_PRQ), 0 )",
+				"UVSA": "ifelse( (CHOP_SQ+CMEDIC_SQ+CSUGCN_SQ+CFLAX_SQ+CHEMP_SQ+CFIBOTH_SQ+CCRPINDOTH_SQ)>0, (CHOP_SV+CMEDIC_SV+CSUGCN_SV+CFLAX_SV+CHEMP_SV+CFIBOTH_SV+CCRPINDOTH_SV)/(CHOP_SQ+CMEDIC_SQ+CSUGCN_SQ+CFLAX_SQ+CHEMP_SQ+CFIBOTH_SQ+CCRPINDOTH_SQ), 0 )",
+				"IRTA": "CHOP_IRTA+CMEDIC_IRA+CSUGCN_IRA+CFLAX_IRA+CHEMP_IRA+CFIBOTH_IRA+CCRPINDOTH_IRA"
+			}
+		},
+		"OCRO": {
+			"description": "Other Crops(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CARALNDSED_A>=CARALNDSED_TA &CARAOTH_A>=CARAOTH_TA&CPERMUG_A>=CPERMUG_TA &CCRPPERMOTH_A>=CCRPPERMOTH_TA,CARALNDSED_A+CARAOTH_A+CPERMUG_A+CCRPPERMOTH_A,CARALNDSED_TA+CARAOTH_TA+CPERMUG_TA+CCRPPERMOTH_TA)",
+				"GROF": "NA",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "CARALNDSED_IRA+CARAOTH_IRA+CPERMUG_IRA+CCRPPERMOTH_IRA"
+			}
+		},
+		"TOMA": {
+			"description": "Tomatoes",
+			"columns": {
+				"LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA,CTOMAT_A,CTOMAT_TA)",
+				"GROF": "CTOMAT_PRQ",
+				"INTF": "CTOMAT_FUV",
+				"EAAP": "CTOMAT_TO",
+				"UVAG": "ifelse( CTOMAT_PRQ>0, CTOMAT_TO/CTOMAT_PRQ, 0 )",
+				"UVSA": "ifelse( CTOMAT_SQ>0, CTOMAT_SV/CTOMAT_SQ, 0 )",
+				"IRTA": "CTOMAT_IRA"
+			}
+		},
+		"OVEG": {
+			"description": "Other Vegetables(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CTOMAT_A>=CTOMAT_TA &CVEGOTH_A>=CVEGOTH_TA,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_A-CVEGOTH_A,CVEGOF_A+CVEGMG_A+CVEGUG_A-CTOMAT_TA-CVEGOTH_TA)",
+				"GROF": "CVEGOF_PRQ+CVEGMG_PRQ+CVEGUG_PRQ-CTOMAT_PRQ-CVEGOTH_PRQ",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"APPL": {
+			"description": "Apples / pears(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CAPL_A>=CAPL_TA & CPEAR_A >=CPEAR_TA,CAPL_A+CPEAR_A,CAPL_TA+CPEAR_TA)",
+				"GROF": "CAPL_PRQ+CPEAR_PRQ",
+				"INTF": "CAPL_FUV+CPEAR_FUV",
+				"EAAP": "CAPL_TO+CPEAR_TO",
+				"UVGA": "ifelse( (CAPL_PRQ+CPEAR_PRQ)>0, (CAPL_TO+CPEAR_TO)/(CAPL_PRQ+CPEAR_PRQ), 0 )",
+				"UVSA": "ifelse( (CAPL_SQ+CPEAR_SQ)>0, (CAPL_SV+CPEAR_SV)/(CAPL_SQ+CPEAR_SQ), 0 )",
+				"IRTA": "CAPL_IRA+CPEAR_IRA"
+			}
+		},
+		"OFRU": {
+			"description": "Other fruits(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CPEACH_A>=CPEACH_TA&CFRUTTMP_A >=CFRUTTMP_TA & CFRUTTRPL_A >= CFRUTTRPL_TA & CNUT_A>=CNUT_TA& CBERRY_A>=CBERRY_TA& CMELON_A >=CMELON_TA&CVEGOTH_A >=CVEGOTH_TA,CPEACH_A+CFRUTTMP_A+CFRUTTRPL_A+CNUT_A+CBERRY_A+CMELON_A+CVEGOTH_A,CPEACH_TA+CFRUTTMP_TA+CFRUTTRPL_TA+CNUT_TA+CBERRY_TA+CMELON_TA+CVEGOTH_TA)",
+				"GROF": "CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ",
+				"INTF": "CPEACH_FUV+CFRUTTMP_FUV+CFRUTTRPL_FUV+CNUT_FUV+CBERRY_FUV+CMELON_FUV+CVEGOTH_FUV",
+				"EAAP": "CPEACH_TO+CFRUTTMP_TO+CFRUTTRPL_TO+CNUT_TO+CBERRY_TO+CMELON_TO+CVEGOTH_TO",
+				"UVAG": "ifelse(  (CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ)>0 ,  (CPEACH_TO+CFRUTTMP_TO+CFRUTTRPL_TO+CNUT_TO+CBERRY_TO+CMELON_TO+CVEGOTH_TO)/(CPEACH_PRQ+CFRUTTMP_PRQ+CFRUTTRPL_PRQ+CNUT_PRQ+CBERRY_PRQ+CMELON_PRQ+CVEGOTH_PRQ),  0  )",
+				"UVSA": "ifelse( (CPEACH_SQ+CFRUTTMP_SQ+CFRUTTRPL_SQ+CNUT_SQ+CBERRY_SQ+CMELON_SQ+CVEGOTH_SQ)>0  , (CPEACH_SV+CFRUTTMP_SV+CFRUTTRPL_SV+CNUT_SV+CBERRY_SV+CMELON_SV+CVEGOTH_SV)/(CPEACH_SQ+CFRUTTMP_SQ+CFRUTTRPL_SQ+CNUT_SQ+CBERRY_SQ+CMELON_SQ+CVEGOTH_SQ) , 0 )",
+				"IRTA": "CPEACH_IRA+CFRUTTMP_IRA+CFRUTTRPL_IRA+CNUT_IRA+CBERRY_IRA+CMELON_IRA+CVEGOTH_IRA"
+			}
+		},
+		"CITR": {
+			"description": "citrus fruits(manually modified)",
+			"columns": {
+				"LEVL": "ifelse( CORANG_A>=CORANG_TA & CCITRSML_A >=CCITRSML_TA & CLMON_A >= CLMON_TA & CCITROTH_A >= CCITROTH_TA,CORANG_A+CCITRSML_A+CLMON_A+CCITROTH_A,CORANG_TA+CCITRSML_TA+CLMON_TA+CCITROTH_TA)",
+				"GROF": "CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ",
+				"INTF": "CORANG_FUV+CCITRSML_FUV+CLMON_FUV+CCITROTH_FUV",
+				"EAAP": "CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO",
+				"UVAG": "ifelse(  (CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)>0 ,  (CORANG_TO+CCITRSML_TO+CLMON_TO+CCITROTH_TO)/(CORANG_PRQ+CCITRSML_PRQ+CLMON_PRQ+CCITROTH_PRQ)  ,  0 )",
+				"UVSA": "ifelse(  (CORANG_SQ+CCITRSML_SQ+CLMON_SQ+CCITROTH_SQ)>0, (CORANG_SV+CCITRSML_SV+CLMON_SV+CCITROTH_SV)/(CORANG_SQ+CCITRSML_SQ+CLMON_SQ+CCITROTH_SQ) , 0 )",
+				"IRTA": "CORANG_IRA+CCITRSML_IRA+CLMON_IRA+CCITROTH_IRA"
+			}
+		},
+		"TAGR": {
+			"description": "Table grapes",
+			"columns": {
+				"LEVL": "ifelse(CGRPTAB_A>=CGRPTAB_TA,CGRPTAB_A,CGRPTAB_TA)",
+				"GROF": "CGRPTAB_PRQ",
+				"INTF": "CGRPTAB_FUV",
+				"EAAP": "CGRPTAB_TO",
+				"UVAG": "ifelse( CGRPTAB_PRQ>0 , CGRPTAB_TO/CGRPTAB_PRQ, 0 )",
+				"UVSA": "ifelse( CGRPTAB_SQ>0, CGRPTAB_SV/CGRPTAB_SQ, 0 )",
+				"IRTA": "CGRPTAB_IRA"
+			}
+		},
+		"OLIV": {
+			"description": "Olives for oil(manually modified)",
+			"columns": {
+				"LEVL": "COLVFR_TA+COLVOIL_TA",
+				"GROF": "COLVFR_PRQ+(COLVOIL_PRQ/0.2)",
+				"INTF": "COLVFR_FUV+COLVOIL_FUV",
+				"EAAP": "COLVFR_TO+COLVOIL_TO",
+				"UVAG": "ifelse( (COLVFR_PRQ+(COLVOIL_PRQ/.2))>0 , (COLVFR_TO+COLVOIL_TO)/(COLVFR_PRQ+(COLVOIL_PRQ/.02) ) , 0 )",
+				"UVSA": "ifelse( (COLVFR_SQ+COLVOIL_SQ)>0, (COLVFR_SV+COLVOIL_SV)/(COLVFR_SQ+(COLVOIL_SQ/.2) ), 0 )",
+				"IRTA": "COLVFR_IRA+COLVOIL_IRA"
+			}
+		},
+		"TABO": {
+			"description": "Table olives",
+			"columns": {
+				"LEVL": "ifelse(COLV_A>=COLV_TA,COLV_A,COLV_TA)",
+				"GROF": "COLV_PRQ",
+				"INTF": "COLV_FUV",
+				"EAAP": "COLV_TO",
+				"UVAG": "ifelse( COLV_PRQ>0, COLV_TO/COLV_PRQ , 0 )",
+				"UVSA": "ifelse( COLV_SQ>0, COLV_SV/COLV_SQ, 0 )",
+				"IRTA": "COLV_IRA"
+			}
+		},
+		"TWIN": {
+			"description": "Table wine(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CWINEPDO_A>=CWINEPDO_TA &CWINEPGI_A>=CWINEPGI_TA&CWINEOTH_A>=CWINEOTH_TA&CRAISIN_A>=CRAISIN_TA&CGRPWINPDO_A>=CGRPWINPDO_TA&CGRPWINPGI_A>=CGRPWINPGI_TA&CGRPWINOTH_A>=CGRPWINOTH_TA,CWINEPDO_A+CWINEPGI_A+CWINEOTH_A+CRAISIN_A+CGRPWINPDO_A+CGRPWINPGI_A+CGRPWINOTH_A,CWINEPDO_TA+CWINEPGI_TA+CWINEOTH_TA+CRAISIN_TA+CGRPWINPDO_TA+CGRPWINPGI_TA+CGRPWINOTH_TA)",
+				"GROF": "CWINEPDO_PRQ+CWINEPGI_PRQ+CWINEOTH_PRQ+CRAISIN_PRQ+CGRPWINPDO_PRQ+CGRPWINPGI_PRQ+CGRPWINOTH_PRQ+CVINMISC_PRQ+CVINBY_PRQ",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "CWINEPDO_IRA+CWINEPGI_IRA+CWINEOTH_IRA+CRAISIN_IRA+CGRPWINPDO_IRA+CGRPWINPGI_IRA+CGRPWINOTH_IRA"
+			}
+		},
+		"NURS": {
+			"description": "Nurseries",
+			"columns": {
+				"LEVL": "ifelse(CNURS_A>=CNURS_TA,CNURS_A,CNURS_TA)",
+				"GROF": "NA",
+				"INTF": "CNURS_FUV",
+				"EAAP": "CNURS_TO",
+				"UVAG": "NA",
+				"UVSA": "CNURS_SV/CNURS_SQ",
+				"IRTA": "CNURS_IRA"
+			}
+		},
+		"FLOW": {
+			"description": "Flowers",
+			"columns": {
+				"LEVL": "ifelse( (CFLWOUT_TA+CFLWUG_TA)>0, CFLWOUT_TA+CFLWUG_TA,  CFLWB_TA+CFLWCUT_TA+CFLW_TA)",
+				"GROF": "NA",
+				"INTF": "ifelse( (CFLWOUT_FUV+CFLWUG_FUV)>0, CFLWOUT_FUV+CFLWUG_FUV,  CFLWB_FUV+CFLWCUT_FUV+CFLW_FUV)",
+				"EAAP": "ifelse( (CFLWOUT_TO+CFLWUG_TO)>0 , CFLWOUT_TO+CFLWUG_TO,   CFLWB_TO+CFLWCUT_TO+CFLW_TO)",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"MAIF": {
+			"description": "Fodder maize (Green Maize)",
+			"columns": {
+				"LEVL": "ifelse(CFODMZ_A>=CFODMZ_TA,CFODMZ_A,CFODMZ_TA)",
+				"GROF": "CFODMZ_PRQ",
+				"INTF": "CFODMZ_FUV",
+				"EAAP": "CFODMZ_TO",
+				"UVAG": "ifelse( CFODMZ_PRQ>0, CFODMZ_TO/CFODMZ_PRQ , 0 )",
+				"UVSA": "ifelse( CFODMZ_SQ>0, CFODMZ_SV/CFODMZ_SQ, 0)",
+				"SHARE": "ifelse( CFODMZ_SV>0, CFODMZ_FUV/CFODMZ_SV,0)",
+				"IRTA": "CFODMZ_IRA"
+			}
+		},
+		"ROOF": {
+			"description": "Fodder root crops",
+			"columns": {
+				"LEVL": "ifelse(CFODRTBR_A>=CFODRTBR_TA,CFODRTBR_A,CFODRTBR_TA)",
+				"GROF": "CFODRTBR_PRQ",
+				"INTF": "CFODRTBR_FUV",
+				"EAAP": "CFODRTBR_TO",
+				"UVAG": "ifelse( CFODRTBR_PRQ>0, CFODRTBR_TO/CFODRTBR_PRQ, 0)",
+				"UVSA": "ifelse( CFODRTBR_SQ>0,CFODRTBR_SV/CFODRTBR_SQ,0)",
+				"SHARE": "ifelse( CFODRTBR_SV>0, CFODRTBR_FUV/CFODRTBR_SV,0)",
+				"IRTA": "CFODRTBR_IRA"
+			}
+		},
+		"PGRA": {
+			"description": "Pasture",
+			"columns": {
+				"LEVL": "ifelse(CGRSXRG_A>=CGRSXRG_TA,CGRSXRG_A,CGRSXRG_TA)",
+				"GROF": "CGRSXRG_PRQ",
+				"INTF": "CGRSXRG_FUV",
+				"EAAP": "CGRSXRG_TO",
+				"UVAG": "ifelse( CGRSXRG_PRQ>0, CGRSXRG_TO/CGRSXRG_PRQ, 0)",
+				"UVSA": "ifelse( CGRSXRG_SQ>0, CGRSXRG_SV/CGRSXRG_SQ, 0 )",
+				"SHARE": "ifelse(CGRSXRG_SV>0,CGRSXRG_FUV/CGRSXRG_SV,0)",
+				"IRTA": "CGRSXRG_IRA"
+			}
+		},
+		"RGRA": {
+			"description": "Roughing(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CRG_A >= CRG_TA ,CRG_A+CGRSNOUSESUB_A,CRG_TA+CGRSNOUSESUB_A)",
+				"GROF": "CRG_PRQ",
+				"INTF": "CRG_FUV",
+				"EAAP": "CRG_TO",
+				"NOPR": "NA",
+				"SHARE": "ifelse( CGRSXRG_SV>0, CGRSXRG_FUV/CGRSXRG_SV, 0)"
+			}
+		},
+		"OFAR": {
+			"description": "Fodder other on arable land(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CGRSTMP_A>=CGRSTMP_TA & CLEG_A>=CLEG_TA &CFODOTH_A >=CFODOTH_TA,CGRSTMP_A+CLEG_A+CFODOTH_A,CGRSTMP_TA+CLEG_TA+CFODOTH_TA)",
+				"GROF": "CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ",
+				"INTF": "CGRSTMP_FUV+CLEG_FUV+CFODOTH_FUV",
+				"EAAP": "CGRSTMP_TO+CLEG_TO+CFODOTH_TO",
+				"UVAG": "ifelse( (CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ)>0, (CGRSTMP_TO+CLEG_TO+CFODOTH_TO)/(CGRSTMP_PRQ+CLEG_PRQ+CFODOTH_PRQ) , 0 )",
+				"UVSA": "(CGRSTMP_SV+CLEG_SV+CFODOTH_SV)/(CGRSTMP_SQ+CLEG_SQ+CFODOTH_SQ)",
+				"SHARE": "ifelse( (CGRSTMP_SV+CLEG_SV+CFODOTH_SV)>0, CGRSTMP_FUV+CLEG_FUV+(CFODOTH_FUV/CGRSTMP_SV)+CLEG_FUV+CFODOTH_SV, 0)",
+				"IRTA": "CGRSTMP_IRA+CLEG_IRA+CFODOTH_IRA"
+			}
+		},
+		"SETA": {
+			"description": "Set-aside/fallow(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(CFLNDNOSUB_A>=CFLNDNOSUB_TA& CFLNDSUB_A>= CFLNDSUB_TA,CFLNDNOSUB_A+CFLNDSUB_A,CFLNDNOSUB_TA+CFLNDSUB_TA)",
+				"GROF": "CFLNDNOSUB_PRQ",
+				"INTF": "NA",
+				"EAAP": "CFLNDNOSUB_TO",
+				"UVAG": "ifelse( CFLNDNOSUB_PRQ>0 , CFLNDNOSUB_TO/CFLNDNOSUB_PRQ , 0)",
+				"UVSA": "ifelse( CFLNDNOSUB_SQ>0, CFLNDNOSUB_SV/CFLNDNOSUB_SQ, 0 )",
+				"IRTA": "NA"
+			}
+		},
+		"FORE": {
+			"description": "Forest land(manually modified)",
+			"columns": {
+				"LEVL": "ifelse(COWSHROT_A >= COWSHROT_TA,CWDED_A+COWSHROT_A,CWDED_A+COWSHROT_TA)",
+				"GROF": "NA",
+				"INTF": "NA",
+				"EAAP": "NA",
+				"UVAG": "NA",
+				"UVSA": "NA",
+				"IRTA": "NA"
+			}
+		},
+		"CCER": {
+			"description": "Catch crops cereals (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		},
+		"CPUL": {
+			"description": "Catch crops pulses (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		},
+		"COCR": {
+			"description": "Catch crops other crops (?)",
+			"columns": {
+				"LEVL": "NA"
+			}
+		}
+	}
+}
\ No newline at end of file

fadn_to_capri.Rmd

+---
+title: "Fadn to capri"
+author: "Xinxin Yang"
+date: "13 Januar 2022"
+output: html_document
+---
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(echo = TRUE)
+```
+
+## Setup, libraries
+
+## Introduction
+
+## Crops 
+
+## Animals
+Save data into `crops_LEVL_new.gdx` for CAPRI
+##

fadntocapri.R

 rm(list =ls())
 
-# Install fadnutils from thuenen gitlab
-devtools::install_git("https://git-dmz.thuenen.de/mindstep/fadnutilspackages", force = TRUE)
+# Setup -------------------------------------------------------------------
 
-# load libraries ----
+## Install fadnutils from thuenen gitlab
+# devtools::install_git("https://git-dmz.thuenen.de/mindstep/fadnutilspackages", force = TRUE)
+
+## load libraries
 requiredPackages = c('fadnUtils','data.table', 'devtools','jsonlite', 'ggplot2',
                      'gdxdt', 'tidyverse', 'xlsx', 'gdxrrw','Hmisc')
 for(p in requiredPackages){
   if(!require(p,character.only = TRUE)) install.packages(p)
   library(p,character.only = TRUE)
 }
-# set gams path ----
+## set gams path
 igdx("d:/gams/win64/34.3")
 
-# Check your current working directory ----
-# Determin if Git directory is current working dir.
+## Check your current working directory
+## Determin if Git directory is current working dir.
 getwd()
-
-# Load functions
-source("myfun_fadn.R")
-
-
-# Set FADN project directory ----
+setwd("D:/data/fadn/lieferung_20210414/yang/FadntoCapri")
+## Set FADN project directory
 CurrentProjectDirectory = "D:/data/fadn/lieferung_20210414/yang/fadn_work_space"
 
-# Ceate a data.dir
+## Ceate a data.dir
 create.data.dir(folder.path = CurrentProjectDirectory)
 
-# Once the data.dir is created, we must declare that we are working with it
+## Once the data.dir is created, we must declare that we are working with it
 set.data.dir(CurrentProjectDirectory)
 
 rds.dir = paste0(get.data.dir(),"/rds/")
 
-# Set EU list
+## Set EU list
 
 EU_list <- c("AUT", "BEL", "BGR", "HRV", "CYP", "CZE", "DNK",
         "EST", "FIN", "FRA", "DEU", "GRC", "HUN", "IRL",
         "ITA", "LVA", "LTU", "LUX", "MLT", "NLD", "POL",
         "PRT", "ROU", "SVK", "SVN", "ESP", "SWE")
 
-# FADN Crops -----
-output_GDX_crops <- function (fadn.countries ){
+## Load functions
+source("D:/data/fadn/lieferung_20210414/yang/FadntoCapri/myfun_fadn.R")
+
+
+# FADN to CAPRI -----------------------------------------------------------
+
+## FADN Crops  -----
+output_GDX_crops <- function (fadn.countries, filter.variable = "LEVL" ){
   # Convert and load FADN data, save the str data in path: D:\data\fadn\lieferung_20210414\yang\fadn_work_space\rds\crops
   cat("Convert and load FADN str data for:", fadn.countries)
   fadn.str.crops <- convert.load.str.crops(countries = fadn.countries)
@@ -50,13 +54,13 @@ output_GDX_crops <- function (fadn.countries ){
   # step 1: Convert str data to NUTS 2016
   fadn.str.crops <-  fadnUtils::NUTS.convert.all(fadn.str.crops,fadn.countries, 2016)
 
-  # filter LEVL
+  # filter
   fadn.str.crops.levl <- fadn.str.crops %>%
     mutate(ORGANIC=case_when(
       ORGANIC=="org-2" ~ "Organic",
       TRUE ~ "Conventional"))%>%
     mutate(value2 = WEIGHT*VALUE) %>%
-    filter(VARIABLE == "LEVL" ) %>%
+    filter(VARIABLE == filter.variable ) %>%
     select(-(TF8:SIZ6),-WEIGHT, -ALTITUDE)
   # step 2: export a gdx
   # export DEU gdx took 1.25 mins
@@ -81,11 +85,12 @@ output_GDX_crops <- function (fadn.countries ){
   col_names_crops <- colnames(crops.groupby)
   # library(gdxrrw)
   # igdx("d:/gams/win64/34.3")
-  cat("Export the gdx: ", getwd(), "/gdx/crops_LEVL_new.gdx",sep = "")
+  # cat("Export the gdx: ", getwd(), "/gdx/crops_LEVL_new.gdx",sep = "")
+  cat("Export the gdx: ", getwd(), paste0("/gdx/crops_",fadn.countries,"_", filter.variable,".gdx") ,sep = "")
 
   # write gdx: levl: value*WEIGHT
   writegdx(dt = crops.groupby,
-           gdx = paste0(getwd(), "/gdx/crops_LEVL_new.gdx"),
+           gdx = paste0(getwd(), "/gdx/crops_",fadn.countries, "_",filter.variable,".gdx"),
            name = "DataOut",
            valcol= "sum_Value",
            uelcols= col_names_crops[!col_names_crops %in% "sum_Value"],
@@ -97,39 +102,64 @@ output_GDX_crops <- function (fadn.countries ){
 }
 
 
-# FADN animals ----
-output_GDX_animals <- function( convert.str.animal = FALSE, fadn.countries = "all" ) {
-  if (convert.str.animal){
-    # converting animal str data took 815.39s
-    system.time(source("animals.R"))
-
-    fadn.str.animals.df <- animal.dt
-
-  } else{
-  # loading the animals data took 316.89s
-  fadn.str.animals.df <- readRDS(paste0(get.data.dir(),"/rds/str_dir/fadn.str.animal.rds"))
+## FADN animals ----
+output_GDX_animals <- function( convert.str.animal = FALSE, filter.variable = "AN", fadn.countries = "all" ) {
+  # load data ----
+  if (filter.variable == "AN") {
+    cat("Loading animal data ......\n")
+
+    if (convert.str.animal) {
+      # converting animal str data took 815.39s
+      cat("Converting animal str data ....\n")
+      system.time(source("animals.R"))
+
+      fadn.str.animals.df <- animal.dt
+
+
+    } else{
+      # loading the animals data took 316.89s
+      fadn.str.animals.df <-
+        readRDS(paste0(get.data.dir(), "/rds/str_dir/fadn.str.animal.rds"))
+    }
+
+    fadn.animals.dt <- fadn.str.animals.df
+  } else {
+    cat("Loading animal product data ......\n")
+    # load animal production
+    if (!exists('ANIMALS.production.all')) {
+      cat("Loading animal product data")
+      source("total_production_animal.R")
+      # ANIMALS.production.all <- fadn.tp.animals()
+    } else{
+      cat("loaded!\n")
+    }
+    fadn.animals.dt <- ANIMALS.production.all
   }
 
+  if(!filter.variable %in% fadn.animals.dt$variable) {
+    cat(filter.variable, "is not included\n")
+    return(filter.variable, "is not included\n")}
 
+  cat("Converting to NUTS 2016 ......\n")
   # Convert str data to NUTS 2016 ---
 
-  fadn.str.animals <- fadnUtils::NUTS.convert.all(fadn.str.animals.df,fadn.countries,2016)
+  fadn.str.animals <- fadnUtils::NUTS.convert.all(fadn.animals.dt, fadn.countries, 2016)
 
-  fadn.str.animal.an <- fadn.str.animals %>%
+  fadn.str.animals.filtered <- fadn.str.animals %>%
     mutate(ORGANIC=case_when(
       ORGANIC=="org-2" ~ "Organic",
       TRUE ~ "Conventional"
     ),YEAR=as.factor(YEAR)) %>%
     mutate(value2 = WEIGHT*value) %>%
-    filter(variable=="AN") %>%
+    filter(variable==filter.variable) %>%
     rename(VARIABLE= variable) %>%
     select(-(TF8:SIZ6),-WEIGHT)
 
 
 
-  group_by_lst <- c("COUNTRY","REGION","NUTS1","NUTS2","NUTS1_final", "NUTS2_final", "EU")
+  group_by_lst <- c("COUNTRY","REGION","NUTS1","NUTS2","NUTS1_final","NUTS2_final", "EU")
   animals.groupby <-  lapply(seq_along(group_by_lst),
-                             function(i) fadn.filter(fadn.str.animal.an,
+                             function(i) fadn.filter(fadn.str.animals.filtered,
                                                      group_by_lst[i],
                                                      "ANIM")) %>%
     bind_rows() %>%
@@ -142,35 +172,75 @@ output_GDX_animals <- function( convert.str.animal = FALSE, fadn.countries = "al
                                 TRUE ~ REG_TYPE)) %>%
     mutate_if(is.factor, as.character)
 
-
-
   col_names_animals <- colnames(animals.groupby)
-  # library(gdxrrw)
-  # igdx("d:/gams/win64/34.3")
-  cat("Export gdx: ",paste0(getwd(), "/gdx/animals_LEVL_converted.gdx") )
+
+  cat("Export gdx: ",paste0(getwd(), "/gdx/animals_",filter.variable,"_",fadn.countries,"_converted.gdx\n"))
   # write gdx: levl: value*WEIGHT
   writegdx(dt = animals.groupby,
-           gdx = paste0(getwd(), "/gdx/animals_LEVL_converted.gdx"),
+           gdx = paste0(getwd(), "/gdx/animals_",filter.variable,"_",fadn.countries,"_converted.gdx"),
            name = "DataOut",
            valcol= "sum_Value",
            uelcols= col_names_animals[!col_names_animals %in% "sum_Value"],
            type="parameter")
-
-
-
-
 }
 
 
-# crops ----
+## Call functions --------------------------------------------------------
+### crops ----
+
+# LEVL----
 # only for DEU took 108s
+output_GDX_crops(fadn.countries = "DEU", filter.variable = "LEVL")
 # NED and ROU took 119.87
+output_GDX_crops(fadn.countries = c("DEU","ROU"),filter.variable = "LEVL")
 # all countries took 731.40s
-system.time(output_GDX_crops(fadn.countries = "all"))
-
-# animals ----
-# 332.30s
-system.time(output_GDX_animals(convert.str.animal = FALSE, fadn.countries = "DEU"))
-
-
-
+output_GDX_crops(fadn.countries = "all",filter.variable = "LEVL")
+
+
+# GROF----
+output_GDX_crops(fadn.countries = "DEU", filter.variable = "GROF")
+output_GDX_crops(fadn.countries = "all", filter.variable = "GROF")
+# EAAP----
+output_GDX_crops(fadn.countries = "all", filter.variable = "EAAP")
+
+
+### animals ----
+# AN ----
+# took 332.30s
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "AN",
+                               fadn.countries = "DEU"))
+# GROF: gross production ----
+# GROF: product quantity of germany
+# took 6.55s
+fadn.countries = "DEU"
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "GROF",
+                               fadn.countries = "DEU"))
+# GROF: product quantity of EU took 1110.34s
+fadn.countries = "all"
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "GROF",
+                               fadn.countries = "all"))
+# EAAP: European Assocication for Animal production ----
+# EAAP: total output
+# EAAP of EU
+# took  10s
+fadn.countries = "all"
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "EAAP",
+                               fadn.countries = "all"))
+# EALP ----
+# EALP: net output
+# EALP of EU
+# took 9.39s
+fadn.countries = "all"
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "EALP",
+                               fadn.countries = "all"))
+# EALP of germany
+# took 120.74s
+fadn.countries = "DEU"
+system.time(output_GDX_animals(convert.str.animal = FALSE,
+                               filter.variable = "EALP",
+                               fadn.countries = "DEU"))

plot_animal_product.R

+# plots for animal production
+#
+cat("Loading animal product data ......\n")
+
+fadn.countries = "all"
+# load animal production
+source("total_production_animal.R")
+fadn.animals.dt <- ANIMALS.production.all %>% distinct()
+str(fadn.animals.dt )
+
+cat("Converting NUTS 2016....\n")
+fadn.str.animals <- fadnUtils::NUTS.convert.all(fadn.animals.dt, "all", 2016)
+
+
+# check NUTS, if converted
+fadn.str.animals %>% filter(COUNTRY == "DEU") %>% count(NUTS2,NUTS2_final)
+
+fadn.str.animals.organic <- fadn.str.animals %>%
+  mutate(ORGANIC=case_when(
+    ORGANIC=="org-2" ~ "Organic",
+    TRUE ~ "Conventional"
+  ),YEAR = as.factor(YEAR)) %>%
+  mutate(value2 = WEIGHT*value) %>%
+  # filter(variable == filter.variable) %>%
+  rename(VARIABLE= variable) %>%
+  select(-(TF8:SIZ6),-WEIGHT)
+
+
+
+group_by_lst <- c("COUNTRY","REGION","NUTS1","NUTS2","NUTS1_final","NUTS2_final", "EU")
+animals.groupby <-  lapply(seq_along(group_by_lst),
+                           function(i) fadn.filter(fadn.str.animals.organic,
+                                                   group_by_lst[i],
+                                                   "ANIM")) %>%
+  bind_rows() %>%
+  mutate(REG_TYPE = case_when(REG_TYPE == "COUNTRY" ~"MS",
+                              REG_TYPE == "REGION" ~ "FADN_REGION",
+                              REG_TYPE == "NUTS1" ~ "NUTS1_ORG",
+                              REG_TYPE =="NUTS2"~ "NUTS2_ORG",
+                              REG_TYPE =="NUTS1_final"~ "Xinxin_NUTS1",
+                              REG_TYPE =="NUTS2_final" ~"Xinxin_NUTS2",
+                              TRUE ~ REG_TYPE)) %>%
+  mutate_if(is.factor, as.character)
+
+
+# plots ----
+# MS ----
+options(scipen = 999)
+for (var in c("EALP", "EAAP", "GROF")) {
+  for (country in fadn.countries.sel) {
+    # country= "DEU"
+    p <-  animals.groupby %>%
+      filter(REG_TYPE == "MS" &
+               VARIABLE == var & REGION == country) %>%
+      ggplot(aes(
+        x = YEAR,
+        y = sum_Value,
+        color = ORGANIC,
+        group = ORGANIC
+      )) +
+      geom_point() +
+      geom_line() +
+      facet_wrap(vars(ANIM),
+                 # space="free",
+                 ncol = 4,
+                 scale = "free_y") +
+      ggtitle(paste0(var, " of country: ", country)) +
+      ylim(c(0, NA)) +
+      theme(axis.text.x = element_text(angle = 45, hjust = 1))
+    options(scipen = 999)
+
+
+    ggsave(
+      plot = p ,
+      filename = paste0(
+        CurrentProjectDirectory,
+        "/plots/animal/TP/",
+        var,
+        "/",
+        country,
+        "_",
+        var,
+        ".png"
+      ),
+      width = 18,
+      height = 8
+    )
+
+  }
+}
+
+# EU ------------------------------------------------------------------
+for (var in c("EALP", "EAAP", "GROF") ){
+p <- animals.groupby %>%
+  filter(REG_TYPE == "Xinxin_NUTS2" &
+           VARIABLE == var ) %>%
+  ggplot(aes(
+    x = YEAR,
+    y = sum_Value,
+    color = ORGANIC,
+    group = ORGANIC
+  )) +
+  geom_point() +
+  geom_line() +
+  facet_wrap(vars(ANIM),
+             # space="free",
+             ncol = 4,
+             scale = "free_y") +
+  ggtitle(paste0(var, " of EU ")) +
+  ylim(c(0, NA)) +
+  theme(axis.text.x = element_text(angle = 45, hjust = 1))
+
+
+ggsave(
+  plot = p ,
+  filename = paste0(
+    CurrentProjectDirectory,
+    "/plots/animal/TP/EU/",
+    var,
+    ".png"
+  ),
+  width = 18,
+  height = 8
+)
+}
+
+# NUTS2 -------------------------------------------------------------------
+
+

raw_data_codes_livestock.R

@@ -7602,4 +7602,3 @@ col.codes.anim_products.dt = data.table(  #convert the previous list to a DT, us
   units=list.mapv(col.codes.anim_products.list,units)
 )
 
-

total_production_animal.R

+# extraction total production of animals ----------------------------------
+
+fadn.tp.animals <- function( ) {
+  # fadn countries
+  # if (fadn.countries == "all") {
+    fadn.countries.sel = c(
+      "NED",
+      "BEL",
+      "BGR",
+      "CYP",
+      "CZE",
+      "DAN",
+      "DEU",
+      "ELL",
+      "ESP",
+      "EST",
+      "FRA",
+      "HUN",
+      "IRE",
+      "ITA",
+      "LTU",
+      "LUX",
+      "LVA",
+      "MLT",
+      "OST",
+      "POL",
+      "POR",
+      "ROU",
+      "SUO",
+      "SVE",
+      "SVK",
+      "SVN",
+      "UKI",
+      "HRV"
+    )
+  # } else{
+  #   fadn.countries.sel = fadn.countries
+  # }
+  # fadn years
+  fadn.years.sel = c(2004:2018)
+  # fadn info
+  fadn.info.sel = c(
+    "ID",
+    "YEAR",
+    "COUNTRY",
+    "REGION",
+    "NUTS0",
+    "NUTS1",
+    "NUTS2",
+    "NUTS3",
+    "SYS02",
+    "TF14",
+    "TF8",
+    "SIZ6",
+    "ORGANIC"
+  )
+  # extraction variables for animal product
+
+  fadn.tp.sel <-
+    c(
+      "LBOV_CV",
+      "LBOV_FUV",
+      "LBOV_NO",
+      "LBOV_OV",
+      "LBOV_PV",
+      "LBOV_SV",
+      "PMLKGOAT_PRQ",
+      "PMLKSHEP_PRQ",
+      "PMLKBUF_TO",
+      "PMLKCOW_TO",
+      "PMLKCOWBUF_PRQ_X",
+      "PMLKBUF_PRQ",
+      "PMLKCOW_PRQ",
+      "PEGGHENS_PRQ_X",
+      "PEGGC_PRQ",
+      "PEGGH_PRQ",
+      "PEGGH_TO",
+      "PEGGC_TO"
+    )
+
+
+  # fadn.str.data <- load.fadn.str.rds("alex",,"all")
+
+  # after2014 <- readRDS(paste0(rds.dir, "/alex/fadn.str.after2014.all.rds"))
+  # before2013 <- readRDS(paste0(rds.dir, "/alex/fadn.str.before2013.all.rds"))
+  # fadn.str.crops <- bind_rows(before2013$crops,after2014$crops)
+
+  # load
+  cols.to.load.anim_prod = c(fadn.info.sel, fadn.tp.sel)
+
+  # load raw fadn data using fadnutils package
+  tmp.LOAD.raw = fadnUtils::load.fadn.raw.rds(years = fadn.years.sel,
+                                              countries = fadn.countries.sel,
+                                              col.filter = cols.to.load.anim_prod)
+
+  #
+  tmp.LOAD.raw <- tmp.LOAD.raw %>% select(-c(load.COUNTRY, load.YEAR))
+
+
+
+
+  tmp.LOAD <- tmp.LOAD.raw %>% mutate(
+    COMI_GROF = ifelse (
+      YEAR %in% c(2004:2013),
+      PMLKCOWBUF_PRQ_X,
+      (PMLKBUF_PRQ + PMLKCOW_PRQ)
+    ),
+    COMI_EAAP = PMLKBUF_TO + PMLKCOW_TO,
+    EGGS_GROF = ifelse (
+      YEAR %in% c(2004:2013),
+      PEGGHENS_PRQ_X,
+      as.numeric (PEGGC_PRQ  + PEGGH_PRQ)
+    ) ,
+    EGGS_EAAP = PEGGH_TO + PEGGC_TO,
+    SGMI_GROF = PMLKGOAT_PRQ + PMLKSHEP_PRQ,
+    PCAT_EAAP = LBOV_CV + LBOV_FUV - LBOV_OV + LBOV_NO + LBOV_PV,
+    PCAT_EALP = LBOV_NO
+  )
+
+  tmp.LOAD.raw.long = melt(tmp.LOAD %>% select(-fadn.tp.sel),
+                           id.vars = fadn.info.sel)
+
+  tmp.LOAD.raw.long[grep("_", variable),
+                    ":="(
+                      PRODUCT = gsub("^(.+?)_(.+?)(_.*)?$", "\\1", variable),
+                      VAR = gsub("^(.+?)_(.+?)(_.*)?$", "\\2", variable)
+                    )]
+
+  # rename and set the type of objects
+  ANIMALS.production.all <- tmp.LOAD.raw.long %>%
+    select(-c("NUTS0")) %>%
+    mutate_if(is.character, as.factor) %>%
+    mutate_at(c("COUNTRY", "REGION", "NUTS3", "NUTS2"), as.character) %>%
+    mutate(ORGANIC =
+             paste0('org-', ORGANIC)) %>%
+    select(-variable)%>%
+    rename(WEIGHT = SYS02, variable = VAR, ANIM = PRODUCT )
+
+  return(ANIMALS.production.all)
+
+}
+
+ANIMALS.production.all <- fadn.tp.animals()