diff --git a/GAMS/IntExtOpt.gms b/GAMS/IntExtOpt.gms
index 2abce6ab8cb4590cabc29133200aa5886abbb6a5..5464729ce5d700be6198d655f076c71a75dc7fc0 100644
--- a/GAMS/IntExtOpt.gms
+++ b/GAMS/IntExtOpt.gms
@@ -1,358 +1,366 @@
-
- SET all_types / monogastrics, ruminants, cereals, oilcropspulses, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture, setaside, wood, carbonCredits/;
-
- SET crop(all_types) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture, setaside /;
- SET crop_less_pasture(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, setaside/;
- SET crop_less_pasture_setaside(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops/;
- SET cereal_crop(crop) / wheat, maize, rice /;
- SET oilpulse_crop(crop) / oilcrops, pulses /;
- SET feed_crop(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, pasture/;
- SET feed_crop_less_pasture(feed_crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg /;
- SET import_types(all_types) / monogastrics, ruminants, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, wood, carbonCredits/;
-
- SET land_cover / cropland, pasture, timberForest, carbonForest, natural /;
- SET managed_forest(land_cover) / timberForest, carbonForest /;
- ALIAS (land_cover, land_cover_before);
- ALIAS (land_cover, land_cover_after);
-
- SET location;
- PARAMETER suitableLandArea(location) areas of land in Mha;
- PARAMETER previousCropArea(crop, location) areas for previous timestep in Mha;
- PARAMETER previousFertIntensity(crop, location);
- PARAMETER previousIrrigIntensity(crop, location);
- PARAMETER previousOtherIntensity(crop, location);
- PARAMETER previousRuminantFeed(crop);
- PARAMETER previousMonogastricFeed(crop);
- PARAMETER previousImportAmount(all_types);
- PARAMETER previousExportAmount(all_types);
- PARAMETER yieldNone(crop, location) yield in t per ha;
- PARAMETER yieldFertOnly(crop, location) yield in t per ha;
- PARAMETER yieldIrrigOnly(crop, location) yield in t per ha;
- PARAMETER yieldBoth(crop, location) yield in t per ha;
- PARAMETER yieldShock(crop, location) rate of yield shock;
- PARAMETER fertParam(crop, location) yield response to fertilizer parameter;
- PARAMETER irrigParam(crop, location) yield response to irrigation parameter;
- PARAMETER demand(all_types) in t;
- PARAMETER exportPrices(all_types) prices for exports;
- PARAMETER importPrices(all_types) prices for imports;
- PARAMETER maxNetImport(import_types) maximum net import for each crop based on world market;
- PARAMETER minNetImport(import_types) minimum net import for each crop based on world market;
- PARAMETER irrigCost(location) irrigation cost in cost per 1000 Mlitre or Mha for each litre per m2;
- PARAMETER irrigMaxRate(crop, location) max water application rate irrigation in litre per m2;
- PARAMETER irrigConstraint(location) max water available for irrigation in litre per m2;
- PARAMETER minDemandPerCereal(cereal_crop) min demand for each cereal crop as factor of all cereals;
- PARAMETER minDemandPerOilcrop(oilpulse_crop) min demand for oilcrop pulses as factor of total;
- PARAMETER seedAndWasteRate(all_types) rate of use for seed and waste combined;
- PARAMETER subsidyRate(crop) rates of subsidy compared to costs;
-
- PARAMETER previousLandCoverArea(land_cover, location) land cover area in Mha;
- PARAMETER carbonFluxRate(land_cover_before, land_cover_after, location) carbon flux from LULUCF - tC-eq per ha;
- PARAMETER carbonCreditRate(land_cover_before, land_cover_after, location) potential carbon credits from LULUCF - tC-eq per ha;
- PARAMETER woodYieldRota(location) wood yield from forest rotation - tC per ha;
- PARAMETER woodYieldLUC(land_cover_before, land_cover_after, location) wood yield from land cover change;
- PARAMETER forestRotationPeriod(location) timber forest rotation period - years;
- PARAMETER conversionCost(land_cover_before, land_cover_after, location) cost of converting from one land cover to another - $1000 per ha;
-
- SCALAR meatEfficency efficiency of converting feed and pasture into animal products;
- SCALAR fertiliserUnitCost fert cost at max fert rate;
- SCALAR otherIParam yield response to other intensity;
- SCALAR otherICost cost of other intensity;
- SCALAR unhandledCropRate rate of fruit veg and other crops not modelled;
- SCALAR setAsideRate rate of set aside and failed crop;
- SCALAR domesticPriceMarkup factor price increased from cost of production;
- SCALAR maxLandExpansionRate max rate of country land expansion;
- SCALAR energycropsMaxProportion maximum proportion of croplands for energycriops;
-
- SCALAR forestManagementCost cost $1000 per ha;
- SCALAR vegClearingCostRate cost of clearing vegetation $1000 per tC;
-
- SCALAR carbonHorizon period over which carbon credits are calculated;
- SCALAR carbonForestMaxProportion maximum proportion of land cover as carbon forest;
-
-*$gdxin "C:\Users\Bart\Documents\PhD\GAMS testing area\_gams_java_gdb1.gdx"
-$gdxin %gdxincname%
-$load location, suitableLandArea, demand
-$load previousCropArea, previousFertIntensity, previousIrrigIntensity, previousOtherIntensity, previousRuminantFeed, previousMonogastricFeed, previousImportAmount, previousExportAmount
-$load yieldNone, yieldFertOnly, yieldIrrigOnly, yieldBoth, yieldShock
-$load fertParam, irrigParam, otherIParam, exportPrices, importPrices, maxNetImport, minNetImport, unhandledCropRate, setAsideRate, maxLandExpansionRate, subsidyRate
-$load meatEfficency, otherICost, irrigCost, irrigMaxRate, irrigConstraint, fertiliserUnitCost, domesticPriceMarkup, minDemandPerCereal, minDemandPerOilcrop, seedAndWasteRate
-$load previousLandCoverArea, carbonFluxRate, carbonCreditRate, woodYieldRota, woodYieldLUC, forestRotationPeriod, conversionCost
-$load forestManagementCost, vegClearingCostRate, carbonHorizon, energycropsMaxProportion, carbonForestMaxProportion
-$gdxin
-
- SCALAR delta "use to smooth power function see 7.5 www.gams.com dd docs solversconopt.pdf" / 0.00000000001 /;
-
- demand(cereal_crop) = demand('cereals') * minDemandPerCereal(cereal_crop);
- demand(oilpulse_crop) = demand('oilcropspulses') * minDemandPerOilcrop(oilpulse_crop);
-
- previousCropArea(crop_less_pasture, location) = previousCropArea(crop_less_pasture, location) * (1.0 - unhandledCropRate);
-
- PARAMETER cropDM(crop) kg DM per kg of feed the conversion from feed to meat is done in the R animal product index. Pasture is in DM terms already
- / wheat 0.87
- maize 0.86
- rice 0.89
- oilcrops 0.96
- pulses 0.31
- starchyRoots 0.25
- fruitveg 0.1
- sugar 1
- pasture 1 / ;
-
- PARAMETER prodCost(crop) cost per ha before intensity values not including fertiliser or irrigation i.e. seed spray and other. In 1000 $ per ha
- / wheat 0.32
- maize 0.31
- rice 0.36
- oilcrops 0.2
- pulses 0.31
- starchyRoots 3.14
- fruitveg 4.0
- sugar 3.0
- energyCrops 0.34 / ;
-
- PARAMETER baseCost(crop);
- PARAMETER otherIntCost(crop);
- baseCost(crop) = prodCost(crop)*0.3;
- otherIntCost(crop) = baseCost(crop)*0.7 + otherICost;
- baseCost('pasture') = 0.04;
- otherIntCost('pasture') = 0.8 + otherICost;
-
-* maxNetImport(import_types) = min(maxNetImport(import_types), demand(import_types));
-* minNetImport(import_types) = min(minNetImport(import_types), demand(import_types));
-
- VARIABLES
- unitCost(crop, location) cost per area for each crop - cost
- fertI(crop, location) fertilizer intensity for each crop - factor between 0 and 1
- irrigI(crop, location) irrigation intensity for each crop - factor between 0 and 1
- otherIntensity(crop, location)
- yield(crop, location) yield per area for each crop - t per ha
- cropArea(crop, location) total area for crops - Mha
- netSupply(all_types) crop supply
- ruminantFeed(crop) amount of feed for ruminant animals - Mt
- monogastricFeed(crop) amount of feed for monogatric animals - Mt
- importAmount(all_types) imports of crops and meat - Mt
- exportAmount(all_types) exports of crops and meat - Mt
-
- totalFeedDM total feed dry matter
- landCoverArea(land_cover, location) land cover area in Mha
- landCoverChange(land_cover_before, land_cover_after, location) land cover change in Mha
- totalConversionCost(location) land cover conversion cost - $1000 per ha
-
- woodSupplyRota
- woodSupplyLUC
- forestryCost(location)
- carbonFlux(location) total carbon flux - Mt C
- carbonCredits(location)
-* A "artificial variable for debugging https://www.gams.com/blog/2017/07/misbehaving-model-infeasible/"
- total_cost total cost of domestic supply including net imports;
-
- POSITIVE VARIABLE cropArea, fertI, irrigI, otherIntensity, ruminantFeed, monogastricFeed, importAmount, exportAmount,
- agriLandExpansion, cropIncrease, cropDecrease, pastureDecrease, pastureIncrease, totalFeedDM,
- landCoverArea, landCoverChange, totalConversionCost, woodSupplyRota, woodSupplyLUC;
-
-
-* POSITIVE VARIABLE A;
-
- EQUATIONS
- UNIT_COST_EQ(crop, location) cost per area - $1000 per ha or $billion per Mha
- YIELD_EQ(crop, location) yield given chosen intensity - tonnes per hectare
- MAX_FERT_INTENSITY_CONSTRAINT(crop, location) constraint on maximum fertilizer intensity
- MAX_IRRIG_INTENSITY_CONSTRAINT(crop, location) constraint on maximum irrigation intensity
- MAX_OTHER_INTENSITY_CONSTRAINT(crop, location)
- IRRIGATION_CONSTRAINT(location) constraint on water usage
-
- NET_SUPPLY_EQ(crop) calc net supply for crops
- CROP_DEMAND_CONSTRAINT(crop) satisfy demand for individual crops
- TOTAL_CEREAL_DEMAND_CONSTRAINT satisfy demand for combined cereals
- TOTAL_OIL_PULSE_DEMAND_CONSTRAINT satisfy demand for combined oilcrops and pulses
- RUMINANT_DEMAND_CONSTRAINT satisfy demand for ruminant products
- MONOGASTRICS_DEMAND_CONSTRAINT satisfy demand for monogastric products
- TOTAL_NON_PASTURE_FEED_DM_CALC calc total feed dry matter not including pasture
- FEED_MIX_CONSTRAINT(feed_crop_less_pasture) limit amount of feed for each feed crop
- ENERGYCROPS_CONSTRAINT
-
- MAX_NET_IMPORT_CONSTRAINT(import_types) constraint on max net imports
- MIN_NET_IMPORT_CONSTRAINT(import_types) constraint on min net imports
- PASTURE_IMPORT_CONSTRAINT constraint to not import pasture
- PASTURE_EXPORT_CONSTRAINT
-
- SETASIDE_AREA_CALC(location)
- CROPLAND_LAND_COVER_CALC(location) cropland area equals sum of all crop areas
- PASTURE_LAND_COVER_CALC(location) pasture area (land cover) equals pasture area (land use)
- LAND_COVER_CHANGE_CALC(land_cover, location) "calc land cover change. landCoverChange(A, A, location) defined as unchanged land cover"
- LAND_COVER_CHANGE_CONSTRAINT(land_cover, location) conservation of land area
- CONVERSION_COST_CALC(location) cost of land cover conversion
-
- WOOD_SUPPLY_ROTA_CALC
- WOOD_SUPPLY_LUC_CALC
- WOOD_SUPPLY_CONSTRAINT
- FORESTRY_COST_CALC(location)
-
- CARBON_FLUX_CALC(location) calc carbon flux
- CARBON_CREDIT_CALC(location)
- CARBON_CREDIT_CONSTRAINT
- CARBON_FOREST_CONSTRAINT
-
- COST_CALC Net Present Value function;
-
-**************** Crop cost **************************
-
- UNIT_COST_EQ(crop, location) .. unitCost(crop, location) =E= ( baseCost(crop) +
- fertiliserUnitCost * fertI(crop, location) +
- irrigCost(location) * irrigMaxRate(crop, location) * irrigI(crop, location) +
- otherIntCost(crop) * otherIntensity(crop, location)
- );
-
-**************** Crop yields *******************
-
- YIELD_EQ(crop, location) .. yield(crop, location) =E= (
- yieldNone(crop, location) +
- (yieldFertOnly(crop, location) - yieldNone(crop, location)) * (1 - exp(-fertParam(crop, location)*fertI(crop, location))) +
- (yieldIrrigOnly(crop, location) - yieldNone(crop, location)) * (1 - exp(-irrigParam(crop, location)*irrigI(crop, location))) +
- (yieldBoth(crop, location) + yieldNone(crop, location) - yieldFertOnly(crop, location) - yieldIrrigOnly(crop, location)) *
- (1 - exp(-fertParam(crop, location)*fertI(crop, location))) * (1 - exp(-irrigParam(crop, location)*irrigI(crop, location)))
- ) * (1 - exp(-otherIntensity(crop, location)*otherIParam));
-
- MAX_FERT_INTENSITY_CONSTRAINT(crop, location) .. fertI(crop, location) =L= 1;
- MAX_IRRIG_INTENSITY_CONSTRAINT(crop, location) .. irrigI(crop, location) =L= 1;
- MAX_OTHER_INTENSITY_CONSTRAINT(crop, location) .. otherIntensity(crop, location) =L= 1;
-
- IRRIGATION_CONSTRAINT(location) .. irrigConstraint(location) * suitableLandArea(location) * (1.0 - unhandledCropRate) =G= sum(crop, irrigMaxRate(crop, location) * irrigI(crop, location) * cropArea(crop, location));
-
-*************** Crop supply *************************
-
- NET_SUPPLY_EQ(crop) .. netSupply(crop) =E= sum(location, cropArea(crop, location) * yield(crop, location)) * (1 - seedAndWasteRate(crop)) - ruminantFeed(crop) - monogastricFeed(crop) + importAmount(crop) - exportAmount(crop);
-
- CROP_DEMAND_CONSTRAINT(crop) .. netSupply(crop) =G= demand(crop);
-
- TOTAL_CEREAL_DEMAND_CONSTRAINT .. sum(cereal_crop, netSupply(cereal_crop)) =G= demand('cereals');
-
- TOTAL_OIL_PULSE_DEMAND_CONSTRAINT .. sum(oilpulse_crop, netSupply(oilpulse_crop)) =G= demand('oilcropspulses');
-
- RUMINANT_DEMAND_CONSTRAINT .. meatEfficency * sum(feed_crop, ruminantFeed(feed_crop) * cropDM(feed_crop)) * (1 - seedAndWasteRate('ruminants')) =G= (demand('ruminants') - importAmount('ruminants') + exportAmount('ruminants'));
-
- MONOGASTRICS_DEMAND_CONSTRAINT .. meatEfficency * sum(feed_crop_less_pasture, monogastricFeed(feed_crop_less_pasture) * cropDM(feed_crop_less_pasture)) * (1 - seedAndWasteRate('monogastrics')) =G= (demand('monogastrics') - importAmount('monogastrics') + exportAmount('monogastrics'));
-
- TOTAL_NON_PASTURE_FEED_DM_CALC .. totalFeedDM =E= sum(feed_crop_less_pasture, (ruminantFeed(feed_crop_less_pasture) + monogastricFeed(feed_crop_less_pasture)) * cropDM(feed_crop_less_pasture));
- FEED_MIX_CONSTRAINT(feed_crop_less_pasture) .. (ruminantFeed(feed_crop_less_pasture) + monogastricFeed(feed_crop_less_pasture)) * cropDM(feed_crop_less_pasture) =L= totalFeedDM * 0.7;
-
- ENERGYCROPS_CONSTRAINT .. sum(location, cropArea('energycrops', location)) =L= energycropsMaxProportion * sum(location, landCoverArea('cropland', location));
-
-
-************** Land Cover *****************************
-
- SETASIDE_AREA_CALC(location) .. cropArea('setaside', location) =E= sum(crop_less_pasture_setaside, cropArea(crop_less_pasture_setaside, location)) * setAsideRate;
-
- CROPLAND_LAND_COVER_CALC(location) .. landCoverArea('cropland', location) =E= sum(crop_less_pasture, cropArea(crop_less_pasture, location)) / (1.0 - unhandledCropRate);
-
- PASTURE_LAND_COVER_CALC(location) .. landCoverArea('pasture', location) =E= cropArea('pasture', location);
-
- LAND_COVER_CHANGE_CALC(land_cover, location) .. landCoverArea(land_cover, location) =E= previousLandCoverArea(land_cover, location) +
- sum(land_cover_before, landCoverChange(land_cover_before, land_cover, location)) -
- sum(land_cover_after, landCoverChange(land_cover, land_cover_after, location));
-
-
- LAND_COVER_CHANGE_CONSTRAINT(land_cover, location) .. sum(land_cover_after, landCoverChange(land_cover, land_cover_after, location)) =E= previousLandCoverArea(land_cover, location);
-
- CONVERSION_COST_CALC(location) .. totalConversionCost(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * conversionCost(land_cover_before, land_cover_after, location));
-
-************* Forestry ***********************************
-
- WOOD_SUPPLY_ROTA_CALC .. woodSupplyRota =E= sum(location, landCoverArea('timberForest', location) * woodYieldRota(location));
-
- WOOD_SUPPLY_LUC_CALC .. woodSupplyLUC =E= sum((land_cover_before, land_cover_after, location), landCoverChange(land_cover_before, land_cover_after, location) * woodYieldLUC(land_cover_before, land_cover_after, location));
-
- WOOD_SUPPLY_CONSTRAINT .. woodSupplyRota =G= demand('wood') + exportAmount('wood') - importAmount('wood');
-
- FORESTRY_COST_CALC(location) .. forestryCost(location) =E= landCoverArea('timberForest', location) * forestManagementCost / forestRotationPeriod(location) +
- landCoverArea('carbonForest', location) * forestManagementCost / carbonHorizon;
-
-*********** Carbon fluxes ***********************************
-
- CARBON_FLUX_CALC(location) .. carbonFlux(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * carbonFluxRate(land_cover_before, land_cover_after, location));
-
- CARBON_CREDIT_CALC(location) .. carbonCredits(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * carbonCreditRate(land_cover_before, land_cover_after, location));
-
- CARBON_CREDIT_CONSTRAINT .. sum(location, carbonCredits(location)) =G= demand('carbonCredits') + exportAmount('carbonCredits') - importAmount('carbonCredits');
-
- CARBON_FOREST_CONSTRAINT .. sum(location, landCoverArea('carbonForest', location)) =L= sum(location, suitableLandArea(location)) * carbonForestMaxProportion;
-
-*************** Trade *******************************
-
- MAX_NET_IMPORT_CONSTRAINT(import_types) .. importAmount(import_types) - exportAmount(import_types) =L= maxNetImport(import_types);
- MIN_NET_IMPORT_CONSTRAINT(import_types) .. importAmount(import_types) - exportAmount(import_types) =G= minNetImport(import_types);
- PASTURE_IMPORT_CONSTRAINT .. importAmount('pasture') =E= 0;
- PASTURE_EXPORT_CONSTRAINT .. exportAmount('pasture') =E= 0;
-
-************ Total cost ******************************
-
- COST_CALC .. total_cost =E= sum((crop, location), cropArea(crop, location) * unitCost(crop, location) * (1-subsidyRate(crop))) * domesticPriceMarkup +
- sum(location, totalConversionCost(location)) +
- sum(location, forestryCost(location)) +
- sum(import_types, importPrices(import_types) * importAmount(import_types)) -
- sum(import_types, exportPrices(import_types) * exportAmount(import_types));
-
- MODEL LAND_USE /ALL/ ;
- fertI.L(crop, location) = previousFertIntensity(crop, location);
- irrigI.L(crop, location) = previousIrrigIntensity(crop, location);
- otherIntensity.L(crop, location) = previousOtherIntensity(crop, location);
- cropArea.L(crop, location) = previousCropArea(crop, location);
- landCoverArea.L(land_cover, location) = previousLandCoverArea(land_cover, location);
- landCoverChange.L(land_cover, land_cover, location) = previousLandCoverArea(land_cover, location);
- ruminantFeed.L(feed_crop) = previousRuminantFeed(feed_crop);
- monogastricFeed.L(feed_crop) = previousMonogastricFeed(feed_crop);
- importAmount.L(all_types) = previousImportAmount(all_types);
- exportAmount.L(all_types) = previousExportAmount(all_types);
-
-* LAND_USE.OptFile = 1;
-
-* display landCoverChange.L
-
- SOLVE LAND_USE USING NLP MINIMIZING total_cost;
-
-* Try solving again if not locally optimal
- if ((LAND_USE.modelstat ne 2), SOLVE LAND_USE USING NLP MINIMIZING total_cost;)
-
- display previousCropArea, irrigMaxRate, otherIntensity.L, fertI.L, irrigI.L, cropArea.L;
- display netSupply.l, demand, ruminantFeed.l, monogastricFeed.l, exportAmount.l;
-
-* Calculate summary information used in Java process
- parameter totalProd(all_types);
- parameter totalProdCost(all_types);
- parameter totalArea(crop);
- parameter totalCropland(location);
- parameter netImportAmount(all_types);
- parameter netImportCost(all_types);
- parameter feedCostRate(feed_crop);
- parameter productionShock(all_types);
- scalar netCarbonFlux;
- scalar netCarbonCredits;
-
-* Production quantities based on smaller area (before unhandledCropArea adjustment applied)
- totalProd(crop) = sum(location, cropArea.l(crop, location) * yield.l(crop, location));
- productionShock(crop) = sum(location, cropArea.l(crop, location) * yield.l(crop, location) * yieldShock(crop, location));
- totalProd('ruminants') = meatEfficency*(sum(feed_crop, ruminantFeed.l(feed_crop) * cropDM(feed_crop)));
- totalProd('monogastrics') = meatEfficency*(sum(feed_crop, monogastricFeed.l(feed_crop) * cropDM(feed_crop)));
-
-* Cost based on adjusted area
- cropArea.l(crop_less_pasture, location) = cropArea.l(crop_less_pasture, location) / (1.0 - unhandledCropRate);
- totalProdCost(crop) = sum(location, unitCost.l(crop, location) * cropArea.l(crop, location));
- totalCropland(location) = sum(crop_less_pasture, cropArea.l(crop_less_pasture, location));
- totalArea(crop) = sum(location, cropArea.l(crop, location));
-
- feedCostRate(feed_crop)$[totalProd(feed_crop) <> 0] = totalProdCost(feed_crop) / totalProd(feed_crop);
- totalProdCost('ruminants') = sum(feed_crop, ruminantFeed.l(feed_crop) * feedCostRate(feed_crop));
- totalProdCost('monogastrics') = sum(feed_crop, monogastricFeed.l(feed_crop) * feedCostRate(feed_crop));
-
- netImportAmount(import_types) = importAmount.l(import_types) - exportAmount.l(import_types);
- netImportCost(import_types) = importAmount.l(import_types) * importPrices(import_types) - exportAmount.l(import_types) * exportPrices(import_types);
- netCarbonFlux = SUM(location, carbonFlux.L(location));
- netCarbonCredits = SUM(location, carbonCredits.L(location));
-
- Scalar totalCostsLessLU;
-
- totalCostsLessLU = sum(crop,totalProdCost(crop))+ sum(import_types,netImportCost(import_types));
-
-
- Scalar ms 'model status', ss 'solve status';
- ms=LAND_USE.modelstat;
- ss=LAND_USE.solvestat;
+
+ SET all_types / monogastrics, ruminants, cereals, oilcropspulses, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture, setaside, wood, carbonCredits/;
+
+ SET crop(all_types) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture, setaside /;
+ SET crop_less_pasture(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, setaside/;
+ SET crop_less_pasture_setaside(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops/;
+ SET cereal_crop(crop) / wheat, maize, rice /;
+ SET oilpulse_crop(crop) / oilcrops, pulses /;
+ SET feed_crop(crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, pasture/;
+ SET feed_crop_less_pasture(feed_crop) / wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg /;
+ SET import_types(all_types) / monogastrics, ruminants, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, wood, carbonCredits/;
+ SET animal(all_types) / monogastrics, ruminants /;
+
+ SET land_cover / cropland, pasture, timberForest, carbonForest, natural /;
+ SET managed_forest(land_cover) / timberForest, carbonForest /;
+ ALIAS (land_cover, land_cover_before);
+ ALIAS (land_cover, land_cover_after);
+
+ SET location;
+ PARAMETER suitableLandArea(location) areas of land in Mha;
+ PARAMETER previousCropArea(crop, location) areas for previous timestep in Mha;
+ PARAMETER previousFertIntensity(crop, location);
+ PARAMETER previousIrrigIntensity(crop, location);
+ PARAMETER previousOtherIntensity(crop, location);
+ PARAMETER previousRuminantFeed(crop);
+ PARAMETER previousMonogastricFeed(crop);
+ PARAMETER previousImportAmount(all_types);
+ PARAMETER previousExportAmount(all_types);
+ PARAMETER yieldNone(crop, location) yield in t per ha;
+ PARAMETER yieldFertOnly(crop, location) yield in t per ha;
+ PARAMETER yieldIrrigOnly(crop, location) yield in t per ha;
+ PARAMETER yieldBoth(crop, location) yield in t per ha;
+ PARAMETER yieldShock(crop, location) rate of yield shock;
+ PARAMETER fertParam(crop, location) yield response to fertilizer parameter;
+ PARAMETER irrigParam(crop, location) yield response to irrigation parameter;
+ PARAMETER demand(all_types) in t;
+ PARAMETER exportPrices(all_types) prices for exports;
+ PARAMETER importPrices(all_types) prices for imports;
+ PARAMETER maxNetImport(import_types) maximum net import for each crop based on world market;
+ PARAMETER minNetImport(import_types) minimum net import for each crop based on world market;
+ PARAMETER irrigCost(location) irrigation cost in cost per 1000 Mlitre or Mha for each litre per m2;
+ PARAMETER irrigMaxRate(crop, location) max water application rate irrigation in litre per m2;
+ PARAMETER irrigConstraint(location) max water available for irrigation in litre per m2;
+ PARAMETER minDemandPerCereal(cereal_crop) min demand for each cereal crop as factor of all cereals;
+ PARAMETER minDemandPerOilcrop(oilpulse_crop) min demand for oilcrop pulses as factor of total;
+ PARAMETER seedAndWasteRate(all_types) rate of use for seed and waste combined;
+ PARAMETER subsidyRate(all_types) rates of subsidy compared to costs;
+
+ PARAMETER previousLandCoverArea(land_cover, location) land cover area in Mha;
+ PARAMETER carbonFluxRate(land_cover_before, land_cover_after, location) carbon flux from LULUCF - tC-eq per ha;
+ PARAMETER carbonCreditRate(land_cover_before, land_cover_after, location) potential carbon credits from LULUCF - tC-eq per ha;
+ PARAMETER woodYieldRota(location) wood yield from forest rotation - tC per ha;
+ PARAMETER woodYieldLUC(land_cover_before, land_cover_after, location) wood yield from land cover change;
+ PARAMETER forestRotationPeriod(location) timber forest rotation period - years;
+ PARAMETER conversionCost(land_cover_before, land_cover_after, location) cost of converting from one land cover to another - $1000 per ha;
+
+ SCALAR meatEfficency efficiency of converting feed and pasture into animal products;
+ SCALAR fertiliserUnitCost fert cost at max fert rate;
+ SCALAR otherIParam yield response to other intensity;
+ SCALAR otherICost cost of other intensity;
+ SCALAR unhandledCropRate rate of fruit veg and other crops not modelled;
+ SCALAR setAsideRate rate of set aside and failed crop;
+ SCALAR domesticPriceMarkup factor price increased from cost of production;
+ SCALAR maxLandExpansionRate max rate of country land expansion;
+ SCALAR energycropsMaxProportion maximum proportion of croplands for energycriops;
+
+ SCALAR forestManagementCost cost $1000 per ha;
+ SCALAR vegClearingCostRate cost of clearing vegetation $1000 per tC;
+
+ SCALAR carbonHorizon period over which carbon credits are calculated;
+ SCALAR carbonForestMaxProportion maximum proportion of land cover as carbon forest;
+
+*$gdxin "C:\Users\Bart\Documents\PhD\GAMS testing area\_gams_java_gdb1.gdx"
+$gdxin %gdxincname%
+$load location, suitableLandArea, demand
+$load previousCropArea, previousFertIntensity, previousIrrigIntensity, previousOtherIntensity, previousRuminantFeed, previousMonogastricFeed, previousImportAmount, previousExportAmount
+$load yieldNone, yieldFertOnly, yieldIrrigOnly, yieldBoth, yieldShock
+$load fertParam, irrigParam, otherIParam, exportPrices, importPrices, maxNetImport, minNetImport, unhandledCropRate, setAsideRate, maxLandExpansionRate, subsidyRate
+$load meatEfficency, otherICost, irrigCost, irrigMaxRate, irrigConstraint, fertiliserUnitCost, domesticPriceMarkup, minDemandPerCereal, minDemandPerOilcrop, seedAndWasteRate
+$load previousLandCoverArea, carbonFluxRate, carbonCreditRate, woodYieldRota, woodYieldLUC, forestRotationPeriod, conversionCost
+$load forestManagementCost, vegClearingCostRate, carbonHorizon, energycropsMaxProportion, carbonForestMaxProportion
+$gdxin
+
+ SCALAR delta "use to smooth power function see 7.5 www.gams.com dd docs solversconopt.pdf" / 0.00000000001 /;
+
+ demand(cereal_crop) = demand('cereals') * minDemandPerCereal(cereal_crop);
+ demand(oilpulse_crop) = demand('oilcropspulses') * minDemandPerOilcrop(oilpulse_crop);
+
+ previousCropArea(crop_less_pasture, location) = previousCropArea(crop_less_pasture, location) * (1.0 - unhandledCropRate);
+
+ PARAMETER cropDM(crop) kg DM per kg of feed the conversion from feed to meat is done in the R animal product index. Pasture is in DM terms already
+ / wheat 0.87
+ maize 0.86
+ rice 0.89
+ oilcrops 0.96
+ pulses 0.31
+ starchyRoots 0.25
+ fruitveg 0.1
+ sugar 1
+ pasture 1 / ;
+
+ PARAMETER prodCost(crop) cost per ha before intensity values not including fertiliser or irrigation i.e. seed spray and other. In 1000 $ per ha
+ / wheat 0.32
+ maize 0.31
+ rice 0.36
+ oilcrops 0.2
+ pulses 0.31
+ starchyRoots 3.14
+ fruitveg 4.0
+ sugar 3.0
+ energyCrops 0.34 / ;
+
+ PARAMETER baseCost(crop);
+ PARAMETER otherIntCost(crop);
+ baseCost(crop) = prodCost(crop)*0.3;
+ otherIntCost(crop) = prodCost(crop)*0.7 + otherICost;
+ baseCost('pasture') = 0.04;
+ otherIntCost('pasture') = 0.8 + otherICost;
+
+ PARAMETER animalProdCost(animal);
+ animalProdCost('ruminants') = 0.28;
+ animalProdCost('monogastrics') = 0.24;
+
+* maxNetImport(import_types) = min(maxNetImport(import_types), demand(import_types));
+* minNetImport(import_types) = min(minNetImport(import_types), demand(import_types));
+
+ VARIABLES
+ unitCost(crop, location) cost per area for each crop - cost
+ fertI(crop, location) fertilizer intensity for each crop - factor between 0 and 1
+ irrigI(crop, location) irrigation intensity for each crop - factor between 0 and 1
+ otherIntensity(crop, location)
+ yield(crop, location) yield per area for each crop - t per ha
+ cropArea(crop, location) total area for crops - Mha
+ netSupply(all_types) crop supply
+ ruminantFeed(crop) amount of feed for ruminant animals - Mt
+ monogastricFeed(crop) amount of feed for monogatric animals - Mt
+ importAmount(all_types) imports of crops and meat - Mt
+ exportAmount(all_types) exports of crops and meat - Mt
+ animalProd(animal) animal production
+
+ totalFeedDM total feed dry matter
+ landCoverArea(land_cover, location) land cover area in Mha
+ landCoverChange(land_cover_before, land_cover_after, location) land cover change in Mha
+ totalConversionCost(location) land cover conversion cost - $1000 per ha
+
+ woodSupplyRota
+ woodSupplyLUC
+ forestryCost(location)
+ carbonFlux(location) total carbon flux - Mt C
+ carbonCredits(location)
+* A "artificial variable for debugging https://www.gams.com/blog/2017/07/misbehaving-model-infeasible/"
+ total_cost total cost of domestic supply including net imports;
+
+ POSITIVE VARIABLE cropArea, fertI, irrigI, otherIntensity, ruminantFeed, monogastricFeed, importAmount, exportAmount, totalFeedDM,
+ landCoverArea, landCoverChange, totalConversionCost, woodSupplyRota, woodSupplyLUC;
+
+
+* POSITIVE VARIABLE A;
+
+ EQUATIONS
+ UNIT_COST_EQ(crop, location) cost per area - $1000 per ha or $billion per Mha
+ YIELD_EQ(crop, location) yield given chosen intensity - tonnes per hectare
+ MAX_FERT_INTENSITY_CONSTRAINT(crop, location) constraint on maximum fertilizer intensity
+ MAX_IRRIG_INTENSITY_CONSTRAINT(crop, location) constraint on maximum irrigation intensity
+ MAX_OTHER_INTENSITY_CONSTRAINT(crop, location)
+ IRRIGATION_CONSTRAINT(location) constraint on water usage
+
+ NET_SUPPLY_EQ(crop) calc net supply for crops
+ CROP_DEMAND_CONSTRAINT(crop) satisfy demand for individual crops
+ TOTAL_CEREAL_DEMAND_CONSTRAINT satisfy demand for combined cereals
+ TOTAL_OIL_PULSE_DEMAND_CONSTRAINT satisfy demand for combined oilcrops and pulses
+ RUMINANT_DEMAND_CONSTRAINT satisfy demand for ruminant products
+ MONOGASTRICS_DEMAND_CONSTRAINT satisfy demand for monogastric products
+ TOTAL_NON_PASTURE_FEED_DM_CALC calc total feed dry matter not including pasture
+ FEED_MIX_CONSTRAINT(feed_crop_less_pasture) limit amount of feed for each feed crop
+ RUM_PROD_CALC ruminants production
+ MON_PROD_CALC monogastrics production
+
+
+ MAX_NET_IMPORT_CONSTRAINT(import_types) constraint on max net imports
+ MIN_NET_IMPORT_CONSTRAINT(import_types) constraint on min net imports
+ PASTURE_IMPORT_CONSTRAINT constraint to not import pasture
+ PASTURE_EXPORT_CONSTRAINT
+
+ SETASIDE_AREA_CALC(location)
+ CROPLAND_LAND_COVER_CALC(location) cropland area equals sum of all crop areas
+ PASTURE_LAND_COVER_CALC(location) pasture area (land cover) equals pasture area (land use)
+ LAND_COVER_CHANGE_CALC(land_cover, location) "calc land cover change. landCoverChange(A, A, location) defined as unchanged land cover"
+ LAND_COVER_CHANGE_CONSTRAINT(land_cover, location) conservation of land area
+ CONVERSION_COST_CALC(location) cost of land cover conversion
+
+ WOOD_SUPPLY_ROTA_CALC
+ WOOD_SUPPLY_LUC_CALC
+ WOOD_SUPPLY_CONSTRAINT
+ FORESTRY_COST_CALC(location)
+
+ CARBON_FLUX_CALC(location) calc carbon flux
+ CARBON_CREDIT_CALC(location)
+ CARBON_CREDIT_CONSTRAINT
+ CARBON_FOREST_CONSTRAINT
+
+ COST_CALC Net Present Value function;
+
+**************** Crop cost **************************
+
+ UNIT_COST_EQ(crop, location) .. unitCost(crop, location) =E= ( baseCost(crop) +
+ fertiliserUnitCost * fertI(crop, location) +
+ irrigCost(location) * irrigMaxRate(crop, location) * irrigI(crop, location) +
+ otherIntCost(crop) * otherIntensity(crop, location)
+ );
+
+**************** Crop yields *******************
+
+ YIELD_EQ(crop, location) .. yield(crop, location) =E= (
+ yieldNone(crop, location) +
+ (yieldFertOnly(crop, location) - yieldNone(crop, location)) * (1 - exp(-fertParam(crop, location)*fertI(crop, location))) +
+ (yieldIrrigOnly(crop, location) - yieldNone(crop, location)) * (1 - exp(-irrigParam(crop, location)*irrigI(crop, location))) +
+ (yieldBoth(crop, location) + yieldNone(crop, location) - yieldFertOnly(crop, location) - yieldIrrigOnly(crop, location)) *
+ (1 - exp(-fertParam(crop, location)*fertI(crop, location))) * (1 - exp(-irrigParam(crop, location)*irrigI(crop, location)))
+ ) * (1 - exp(-otherIntensity(crop, location)*otherIParam));
+
+ MAX_FERT_INTENSITY_CONSTRAINT(crop, location) .. fertI(crop, location) =L= 1;
+ MAX_IRRIG_INTENSITY_CONSTRAINT(crop, location) .. irrigI(crop, location) =L= 1;
+ MAX_OTHER_INTENSITY_CONSTRAINT(crop, location) .. otherIntensity(crop, location) =L= 1;
+
+ IRRIGATION_CONSTRAINT(location) .. irrigConstraint(location) * suitableLandArea(location) * (1.0 - unhandledCropRate) =G= sum(crop, irrigMaxRate(crop, location) * irrigI(crop, location) * cropArea(crop, location));
+
+*************** Crop supply *************************
+
+ NET_SUPPLY_EQ(crop) .. netSupply(crop) =E= sum(location, cropArea(crop, location) * yield(crop, location)) * (1 - seedAndWasteRate(crop)) - ruminantFeed(crop) - monogastricFeed(crop) + importAmount(crop) - exportAmount(crop);
+
+ CROP_DEMAND_CONSTRAINT(crop) .. netSupply(crop) =G= demand(crop);
+
+ TOTAL_CEREAL_DEMAND_CONSTRAINT .. sum(cereal_crop, netSupply(cereal_crop)) =G= demand('cereals');
+
+ TOTAL_OIL_PULSE_DEMAND_CONSTRAINT .. sum(oilpulse_crop, netSupply(oilpulse_crop)) =G= demand('oilcropspulses');
+
+ RUM_PROD_CALC .. animalProd('ruminants') =E= meatEfficency * sum(feed_crop, ruminantFeed(feed_crop) * cropDM(feed_crop)) * (1 - seedAndWasteRate('ruminants'));
+
+ MON_PROD_CALC .. animalProd('monogastrics') =E= meatEfficency * sum(feed_crop_less_pasture, monogastricFeed(feed_crop_less_pasture) * cropDM(feed_crop_less_pasture)) * (1 - seedAndWasteRate('monogastrics'));
+
+ RUMINANT_DEMAND_CONSTRAINT .. animalProd('ruminants') =G= (demand('ruminants') - importAmount('ruminants') + exportAmount('ruminants'));
+
+ MONOGASTRICS_DEMAND_CONSTRAINT .. animalProd('monogastrics') =G= (demand('monogastrics') - importAmount('monogastrics') + exportAmount('monogastrics'));
+
+ TOTAL_NON_PASTURE_FEED_DM_CALC .. totalFeedDM =E= sum(feed_crop_less_pasture, (ruminantFeed(feed_crop_less_pasture) + monogastricFeed(feed_crop_less_pasture)) * cropDM(feed_crop_less_pasture));
+ FEED_MIX_CONSTRAINT(feed_crop_less_pasture) .. (ruminantFeed(feed_crop_less_pasture) + monogastricFeed(feed_crop_less_pasture)) * cropDM(feed_crop_less_pasture) =L= totalFeedDM * 0.7;
+
+************** Land Cover *****************************
+
+ SETASIDE_AREA_CALC(location) .. cropArea('setaside', location) =E= sum(crop_less_pasture_setaside, cropArea(crop_less_pasture_setaside, location)) * setAsideRate;
+
+ CROPLAND_LAND_COVER_CALC(location) .. landCoverArea('cropland', location) =E= sum(crop_less_pasture, cropArea(crop_less_pasture, location)) / (1.0 - unhandledCropRate);
+
+ PASTURE_LAND_COVER_CALC(location) .. landCoverArea('pasture', location) =E= cropArea('pasture', location);
+
+ LAND_COVER_CHANGE_CALC(land_cover, location) .. landCoverArea(land_cover, location) =E= previousLandCoverArea(land_cover, location) +
+ sum(land_cover_before, landCoverChange(land_cover_before, land_cover, location)) -
+ sum(land_cover_after, landCoverChange(land_cover, land_cover_after, location));
+
+
+ LAND_COVER_CHANGE_CONSTRAINT(land_cover, location) .. sum(land_cover_after, landCoverChange(land_cover, land_cover_after, location)) =E= previousLandCoverArea(land_cover, location);
+
+ CONVERSION_COST_CALC(location) .. totalConversionCost(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * conversionCost(land_cover_before, land_cover_after, location));
+
+************* Forestry ***********************************
+
+ WOOD_SUPPLY_ROTA_CALC .. woodSupplyRota =E= sum(location, landCoverArea('timberForest', location) * woodYieldRota(location));
+
+ WOOD_SUPPLY_LUC_CALC .. woodSupplyLUC =E= sum((land_cover_before, land_cover_after, location), landCoverChange(land_cover_before, land_cover_after, location) * woodYieldLUC(land_cover_before, land_cover_after, location));
+
+ WOOD_SUPPLY_CONSTRAINT .. woodSupplyRota =G= demand('wood') + exportAmount('wood') - importAmount('wood');
+
+ FORESTRY_COST_CALC(location) .. forestryCost(location) =E= landCoverArea('timberForest', location) * forestManagementCost / forestRotationPeriod(location) +
+ landCoverArea('carbonForest', location) * forestManagementCost / carbonHorizon;
+
+*********** Carbon fluxes ***********************************
+
+ CARBON_FLUX_CALC(location) .. carbonFlux(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * carbonFluxRate(land_cover_before, land_cover_after, location));
+
+ CARBON_CREDIT_CALC(location) .. carbonCredits(location) =E= sum((land_cover_before, land_cover_after), landCoverChange(land_cover_before, land_cover_after, location) * carbonCreditRate(land_cover_before, land_cover_after, location));
+
+ CARBON_CREDIT_CONSTRAINT .. sum(location, carbonCredits(location)) =G= demand('carbonCredits') + exportAmount('carbonCredits') - importAmount('carbonCredits');
+
+ CARBON_FOREST_CONSTRAINT .. sum(location, landCoverArea('carbonForest', location)) =L= sum(location, suitableLandArea(location)) * carbonForestMaxProportion;
+
+*************** Trade *******************************
+
+ MAX_NET_IMPORT_CONSTRAINT(import_types) .. importAmount(import_types) - exportAmount(import_types) =L= maxNetImport(import_types);
+ MIN_NET_IMPORT_CONSTRAINT(import_types) .. importAmount(import_types) - exportAmount(import_types) =G= minNetImport(import_types);
+ PASTURE_IMPORT_CONSTRAINT .. importAmount('pasture') =E= 0;
+ PASTURE_EXPORT_CONSTRAINT .. exportAmount('pasture') =E= 0;
+
+************ Total cost ******************************
+
+ COST_CALC .. total_cost =E= sum((crop, location), cropArea(crop, location) * unitCost(crop, location) * (1-subsidyRate(crop))) * domesticPriceMarkup +
+ sum(animal, animalProd(animal) * animalProdCost(animal) * (1 - subsidyRate(animal))) +
+ sum(location, totalConversionCost(location)) +
+ sum(location, forestryCost(location)) +
+ sum(import_types, importPrices(import_types) * importAmount(import_types)) -
+ sum(import_types, exportPrices(import_types) * exportAmount(import_types));
+
+ MODEL LAND_USE /ALL/ ;
+ fertI.L(crop, location) = previousFertIntensity(crop, location);
+ irrigI.L(crop, location) = previousIrrigIntensity(crop, location);
+ otherIntensity.L(crop, location) = previousOtherIntensity(crop, location);
+ cropArea.L(crop, location) = previousCropArea(crop, location);
+ landCoverArea.L(land_cover, location) = previousLandCoverArea(land_cover, location);
+ landCoverChange.L(land_cover, land_cover, location) = previousLandCoverArea(land_cover, location);
+ ruminantFeed.L(feed_crop) = previousRuminantFeed(feed_crop);
+ monogastricFeed.L(feed_crop) = previousMonogastricFeed(feed_crop);
+ importAmount.L(all_types) = previousImportAmount(all_types);
+ exportAmount.L(all_types) = previousExportAmount(all_types);
+
+* LAND_USE.OptFile = 1;
+
+* display landCoverChange.L
+
+ SOLVE LAND_USE USING NLP MINIMIZING total_cost;
+
+* Try solving again if not locally optimal
+ if ((LAND_USE.modelstat ne 2), SOLVE LAND_USE USING NLP MINIMIZING total_cost;)
+
+ display previousCropArea, irrigMaxRate, otherIntensity.L, fertI.L, irrigI.L, cropArea.L;
+ display netSupply.l, demand, ruminantFeed.l, monogastricFeed.l, exportAmount.l;
+
+* Calculate summary information used in Java process
+ parameter totalProd(all_types);
+ parameter totalProdCost(all_types);
+ parameter totalArea(crop);
+ parameter totalCropland(location);
+ parameter netImportAmount(all_types);
+ parameter netImportCost(all_types);
+ parameter feedCostRate(feed_crop);
+ parameter productionShock(all_types);
+ scalar netCarbonFlux;
+ scalar netCarbonCredits;
+
+* Production quantities based on smaller area (before unhandledCropArea adjustment applied)
+ totalProd(crop) = sum(location, cropArea.l(crop, location) * yield.l(crop, location));
+ productionShock(crop) = sum(location, cropArea.l(crop, location) * yield.l(crop, location) * yieldShock(crop, location));
+ totalProd('ruminants') = meatEfficency*(sum(feed_crop, ruminantFeed.l(feed_crop) * cropDM(feed_crop)));
+ totalProd('monogastrics') = meatEfficency*(sum(feed_crop, monogastricFeed.l(feed_crop) * cropDM(feed_crop)));
+
+* Cost based on adjusted area
+ cropArea.l(crop_less_pasture, location) = cropArea.l(crop_less_pasture, location) / (1.0 - unhandledCropRate);
+ totalProdCost(crop) = sum(location, unitCost.l(crop, location) * cropArea.l(crop, location));
+ totalCropland(location) = sum(crop_less_pasture, cropArea.l(crop_less_pasture, location));
+ totalArea(crop) = sum(location, cropArea.l(crop, location));
+
+ feedCostRate(feed_crop)$[totalProd(feed_crop) <> 0] = totalProdCost(feed_crop) / totalProd(feed_crop);
+ totalProdCost('ruminants') = sum(feed_crop, ruminantFeed.l(feed_crop) * feedCostRate(feed_crop)) + animalProd.l('ruminants') * animalProdCost('ruminants');
+ totalProdCost('monogastrics') = sum(feed_crop, monogastricFeed.l(feed_crop) * feedCostRate(feed_crop)) + animalProd.l('monogastrics') * animalProdCost('monogastrics');
+
+ netImportAmount(import_types) = importAmount.l(import_types) - exportAmount.l(import_types);
+ netImportCost(import_types) = importAmount.l(import_types) * importPrices(import_types) - exportAmount.l(import_types) * exportPrices(import_types);
+ netCarbonFlux = SUM(location, carbonFlux.L(location));
+ netCarbonCredits = SUM(location, carbonCredits.L(location));
+
+ Scalar totalCostsLessLU;
+
+ totalCostsLessLU = sum(crop,totalProdCost(crop)) + sum(animal,totalProdCost(animal)) + sum(import_types,netImportCost(import_types));
+
+ Scalar ms 'model status', ss 'solve status';
+ ms=LAND_USE.modelstat;
+ ss=LAND_USE.solvestat;
diff --git a/data/subsidyrates.csv b/data/subsidyrates.csv
index c22334d0b4ee1b4b32d9dee02466802ff0a46560..329ffbe33124823a2ec9dd324331bf9d9b28cde9 100644
--- a/data/subsidyrates.csv
+++ b/data/subsidyrates.csv
@@ -1,1567 +1,1931 @@
country,crop,rate
-Afghanistan,wheat,0.0299386150398663
-Albania,wheat,0.0299386150398663
-Algeria,wheat,0.0299386150398663
-Angola,wheat,0.0299386150398663
-Antigua and Barbuda,wheat,0.0299386150398663
-Argentina,wheat,0.0299386150398663
-Armenia,wheat,0.0299386150398663
-Australia,wheat,0.0226361482678745
-Austria,wheat,0.0603582114038878
-Azerbaijan,wheat,0.0299386150398663
-Bahamas,wheat,0.0299386150398663
-Bangladesh,wheat,0.0299386150398663
-Barbados,wheat,0.0299386150398663
-Belarus,wheat,0.0299386150398663
-Belgium,wheat,0.0603582114038878
-Belize,wheat,0.0299386150398663
-Benin,wheat,0.0299386150398663
-Bermuda,wheat,0.0299386150398663
-Bolivia (Plurinational State of),wheat,0.0299386150398663
-Bosnia and Herzegovina,wheat,0.0299386150398663
-Botswana,wheat,0.0299386150398663
-Brazil,wheat,0.0346707358598232
-Brunei Darussalam,wheat,0.0299386150398663
-Bulgaria,wheat,0.0603582114038878
-Burkina Faso,wheat,0.0299386150398663
-Cabo Verde,wheat,0.0299386150398663
-Cambodia,wheat,0.0299386150398663
-Cameroon,wheat,0.0299386150398663
-Canada,wheat,0.0762136518389579
-Central African Republic,wheat,0.0299386150398663
-Chad,wheat,0.0299386150398663
-Chile,wheat,0.0299386150398663
-China,wheat,0.156633798883686
-Colombia,wheat,0.0686528452644761
-Congo,wheat,0.0299386150398663
-Costa Rica,wheat,0.0299386150398663
-Cote d'Ivoire,wheat,0.0299386150398663
-Croatia,wheat,0.0603582114038878
-Cuba,wheat,0.0299386150398663
-Cyprus,wheat,0.0603582114038878
-Czechia,wheat,0.0603582114038878
-Democratic People's Republic of Korea,wheat,0.0299386150398663
-Democratic Republic of the Congo,wheat,0.0299386150398663
-Denmark,wheat,0.0603582114038878
-Djibouti,wheat,0.0299386150398663
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-Somalia,fruitveg,0.0299386150398663
-South Africa,fruitveg,0.0161824701612779
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-Sudan,fruitveg,0.0299386150398663
-Suriname,fruitveg,0.0299386150398663
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-Sweden,fruitveg,0.0603582114038878
-Switzerland,fruitveg,0.0822050709280908
-Tajikistan,fruitveg,0.0299386150398663
-Thailand,fruitveg,0.0299386150398663
-The former Yugoslav Republic of Macedonia,fruitveg,0.0299386150398663
-Togo,fruitveg,0.0299386150398663
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-Turkey,fruitveg,0.105663766639557
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-Uganda,fruitveg,0.0299386150398663
-Ukraine,fruitveg,0.0299386150398663
-United Arab Emirates,fruitveg,0.0299386150398663
-United Kingdom,fruitveg,0.0603582114038878
-United Republic of Tanzania,fruitveg,0.0299386150398663
-United States of America,fruitveg,0.116357971434502
-Uruguay,fruitveg,0.0299386150398663
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-Venezuela (Bolivarian Republic of),fruitveg,0.0299386150398663
-Viet Nam,fruitveg,0.0299386150398663
-Yemen,fruitveg,0.0299386150398663
-Zambia,fruitveg,0.0299386150398663
-Zimbabwe,fruitveg,0.0299386150398663
-Afghanistan,sugar,0.0299386150398663
-Albania,sugar,0.0299386150398663
-Algeria,sugar,0.0299386150398663
-Angola,sugar,0.0299386150398663
-Antigua and Barbuda,sugar,0.0299386150398663
-Argentina,sugar,0.0299386150398663
-Armenia,sugar,0.0299386150398663
-Australia,sugar,0.0226361482678745
-Austria,sugar,0.0603582114038878
-Azerbaijan,sugar,0.0299386150398663
-Bahamas,sugar,0.0299386150398663
-Bangladesh,sugar,0.0299386150398663
-Barbados,sugar,0.0299386150398663
-Belarus,sugar,0.0299386150398663
-Belgium,sugar,0.0603582114038878
-Belize,sugar,0.0299386150398663
-Benin,sugar,0.0299386150398663
-Bermuda,sugar,0.0299386150398663
-Bolivia (Plurinational State of),sugar,0.0299386150398663
-Bosnia and Herzegovina,sugar,0.0299386150398663
-Botswana,sugar,0.0299386150398663
-Brazil,sugar,0.0346707358598232
-Brunei Darussalam,sugar,0.0299386150398663
-Bulgaria,sugar,0.0603582114038878
-Burkina Faso,sugar,0.0299386150398663
-Cabo Verde,sugar,0.0299386150398663
-Cambodia,sugar,0.0299386150398663
-Cameroon,sugar,0.0299386150398663
-Canada,sugar,0.0762136518389579
-Central African Republic,sugar,0.0299386150398663
-Chad,sugar,0.0299386150398663
-Chile,sugar,0.0299386150398663
-China,sugar,0.156633798883686
-Colombia,sugar,0.0686528452644761
-Congo,sugar,0.0299386150398663
-Costa Rica,sugar,0.0299386150398663
-Cote d'Ivoire,sugar,0.0299386150398663
-Croatia,sugar,0.0603582114038878
-Cuba,sugar,0.0299386150398663
-Cyprus,sugar,0.0603582114038878
-Czechia,sugar,0.0603582114038878
-Democratic People's Republic of Korea,sugar,0.0299386150398663
-Democratic Republic of the Congo,sugar,0.0299386150398663
-Denmark,sugar,0.0603582114038878
-Djibouti,sugar,0.0299386150398663
-Dominica,sugar,0.0299386150398663
-Dominican Republic,sugar,0.0299386150398663
-Ecuador,sugar,0.0299386150398663
-Egypt,sugar,0.0299386150398663
-El Salvador,sugar,0.0299386150398663
-Estonia,sugar,0.0603582114038878
-Ethiopia,sugar,0.0299386150398663
-Fiji,sugar,0.0299386150398663
-Finland,sugar,0.0603582114038878
-France,sugar,0.0603582114038878
-French Polynesia,sugar,0.0299386150398663
-Gabon,sugar,0.0299386150398663
-Gambia,sugar,0.0299386150398663
-Georgia,sugar,0.0299386150398663
-Germany,sugar,0.0603582114038878
-Ghana,sugar,0.0299386150398663
-Greece,sugar,0.0603582114038878
-Grenada,sugar,0.0299386150398663
-Guatemala,sugar,0.0299386150398663
-Guinea,sugar,0.0299386150398663
-Guinea-Bissau,sugar,0.0299386150398663
-Guyana,sugar,0.0299386150398663
-Haiti,sugar,0.0299386150398663
-Honduras,sugar,0.0299386150398663
-Hungary,sugar,0.0603582114038878
-Iceland,sugar,0.0299386150398663
-India,sugar,0.0268978443311666
-Indonesia,sugar,0.00498052969384483
-Iran (Islamic Republic of),sugar,0.0299386150398663
-Iraq,sugar,0.0299386150398663
-Ireland,sugar,0.0603582114038878
-Israel,sugar,0.0299386150398663
-Italy,sugar,0.0603582114038878
-Jamaica,sugar,0.0299386150398663
-Japan,sugar,0.0822050709280908
-Jordan,sugar,0.0299386150398663
-Kazakhstan,sugar,0.0299386150398663
-Kenya,sugar,0.0299386150398663
-Kiribati,sugar,0.0299386150398663
-Kuwait,sugar,0.0299386150398663
-Kyrgyzstan,sugar,0.0299386150398663
-Lao People's Democratic Republic,sugar,0.0299386150398663
-Latvia,sugar,0.0603582114038878
-Lebanon,sugar,0.0299386150398663
-Lesotho,sugar,0.0299386150398663
-Liberia,sugar,0.0299386150398663
-Libya,sugar,0.0299386150398663
-Lithuania,sugar,0.0603582114038878
-Luxembourg,sugar,0.0603582114038878
-Madagascar,sugar,0.0299386150398663
-Malawi,sugar,0.0299386150398663
-Malaysia,sugar,0.0299386150398663
-Maldives,sugar,0.0299386150398663
-Mali,sugar,0.0299386150398663
-Malta,sugar,0.0603582114038878
-Mauritania,sugar,0.0299386150398663
-Mauritius,sugar,0.0299386150398663
-Mexico,sugar,0.0822050709280908
-Mongolia,sugar,0.0299386150398663
-Montenegro,sugar,0.0299386150398663
-Morocco,sugar,0.0299386150398663
-Mozambique,sugar,0.0299386150398663
-Myanmar,sugar,0.0299386150398663
-Namibia,sugar,0.0299386150398663
-Nepal,sugar,0.0299386150398663
-Netherlands,sugar,0.0603582114038878
-New Caledonia,sugar,0.0299386150398663
-New Zealand,sugar,0.0173195123664494
-Nicaragua,sugar,0.0299386150398663
-Niger,sugar,0.0299386150398663
-Nigeria,sugar,0.0299386150398663
-Norway,sugar,0.0822050709280908
-Oman,sugar,0.0299386150398663
-Pakistan,sugar,0.0299386150398663
-Panama,sugar,0.0299386150398663
-Paraguay,sugar,0.0299386150398663
-Peru,sugar,0.0299386150398663
-Philippines,sugar,0.0299386150398663
-Poland,sugar,0.0603582114038878
-Portugal,sugar,0.0603582114038878
-Republic of Korea,sugar,0.0822050709280908
-Republic of Moldova,sugar,0.0299386150398663
-Romania,sugar,0.0603582114038878
-Russian Federation,sugar,0.0883633555720103
-Rwanda,sugar,0.0299386150398663
-Saint Kitts and Nevis,sugar,0.0299386150398663
-Saint Lucia,sugar,0.0299386150398663
-Saint Vincent and the Grenadines,sugar,0.0299386150398663
-Samoa,sugar,0.0299386150398663
-Sao Tome and Principe,sugar,0.0299386150398663
-Saudi Arabia,sugar,0.0299386150398663
-Senegal,sugar,0.0299386150398663
-Serbia,sugar,0.0299386150398663
-Sierra Leone,sugar,0.0299386150398663
-Slovakia,sugar,0.0603582114038878
-Slovenia,sugar,0.0603582114038878
-Solomon Islands,sugar,0.0299386150398663
-Somalia,sugar,0.0299386150398663
-South Africa,sugar,0.0161824701612779
-South Sudan,sugar,0.0299386150398663
-Spain,sugar,0.0603582114038878
-Sri Lanka,sugar,0.0299386150398663
-Sudan,sugar,0.0299386150398663
-Suriname,sugar,0.0299386150398663
-Swaziland,sugar,0.0299386150398663
-Sweden,sugar,0.0603582114038878
-Switzerland,sugar,0.0822050709280908
-Tajikistan,sugar,0.0299386150398663
-Thailand,sugar,0.0299386150398663
-The former Yugoslav Republic of Macedonia,sugar,0.0299386150398663
-Togo,sugar,0.0299386150398663
-Trinidad and Tobago,sugar,0.0299386150398663
-Tunisia,sugar,0.0299386150398663
-Turkey,sugar,0.105663766639557
-Turkmenistan,sugar,0.0299386150398663
-Uganda,sugar,0.0299386150398663
-Ukraine,sugar,0.0299386150398663
-United Arab Emirates,sugar,0.0299386150398663
-United Kingdom,sugar,0.0603582114038878
-United Republic of Tanzania,sugar,0.0299386150398663
-United States of America,sugar,0.116357971434502
-Uruguay,sugar,0.0299386150398663
-Uzbekistan,sugar,0.0299386150398663
-Vanuatu,sugar,0.0299386150398663
-Venezuela (Bolivarian Republic of),sugar,0.0299386150398663
-Viet Nam,sugar,0.0299386150398663
-Yemen,sugar,0.0299386150398663
-Zambia,sugar,0.0299386150398663
-Zimbabwe,sugar,0.0299386150398663
+Afghanistan,FruitVeg,0.207562991039239
+Afghanistan,MaizeMilletSorghum,0.207562991039239
+Afghanistan,Monogastrics,0.207562991039239
+Afghanistan,Oilcrops,0.207562991039239
+Afghanistan,Pulses,0.207562991039239
+Afghanistan,Rice (Paddy Equivalent),0.207562991039239
+Afghanistan,Ruminants,0.207562991039239
+Afghanistan,Starchy Roots,0.207562991039239
+Afghanistan,Sugar,0.207562991039239
+Afghanistan,WheatBarleyOats,0.207562991039239
+Albania,FruitVeg,0.207562991039239
+Albania,MaizeMilletSorghum,0.207562991039239
+Albania,Monogastrics,0.207562991039239
+Albania,Oilcrops,0.207562991039239
+Albania,Pulses,0.207562991039239
+Albania,Rice (Paddy Equivalent),0.207562991039239
+Albania,Ruminants,0.207562991039239
+Albania,Starchy Roots,0.207562991039239
+Albania,Sugar,0.207562991039239
+Albania,WheatBarleyOats,0.207562991039239
+Algeria,FruitVeg,0.207562991039239
+Algeria,MaizeMilletSorghum,0.207562991039239
+Algeria,Monogastrics,0.207562991039239
+Algeria,Oilcrops,0.207562991039239
+Algeria,Pulses,0.207562991039239
+Algeria,Rice (Paddy Equivalent),0.207562991039239
+Algeria,Ruminants,0.207562991039239
+Algeria,Starchy Roots,0.207562991039239
+Algeria,Sugar,0.207562991039239
+Algeria,WheatBarleyOats,0.207562991039239
+Angola,FruitVeg,0.207562991039239
+Angola,MaizeMilletSorghum,0.207562991039239
+Angola,Monogastrics,0.207562991039239
+Angola,Oilcrops,0.207562991039239
+Angola,Pulses,0.207562991039239
+Angola,Rice (Paddy Equivalent),0.207562991039239
+Angola,Ruminants,0.207562991039239
+Angola,Starchy Roots,0.207562991039239
+Angola,Sugar,0.207562991039239
+Angola,WheatBarleyOats,0.207562991039239
+Antigua and Barbuda,FruitVeg,0.207562991039239
+Antigua and Barbuda,MaizeMilletSorghum,0.207562991039239
+Antigua and Barbuda,Monogastrics,0.207562991039239
+Antigua and Barbuda,Oilcrops,0.207562991039239
+Antigua and Barbuda,Pulses,0.207562991039239
+Antigua and Barbuda,Rice (Paddy Equivalent),0.207562991039239
+Antigua and Barbuda,Ruminants,0.207562991039239
+Antigua and Barbuda,Starchy Roots,0.207562991039239
+Antigua and Barbuda,Sugar,0.207562991039239
+Antigua and Barbuda,WheatBarleyOats,0.207562991039239
+Argentina,FruitVeg,0.207562991039239
+Argentina,MaizeMilletSorghum,0.207562991039239
+Argentina,Monogastrics,0.207562991039239
+Argentina,Oilcrops,0.207562991039239
+Argentina,Pulses,0.207562991039239
+Argentina,Rice (Paddy Equivalent),0.207562991039239
+Argentina,Ruminants,0.207562991039239
+Argentina,Starchy Roots,0.207562991039239
+Argentina,Sugar,0.207562991039239
+Argentina,WheatBarleyOats,0.207562991039239
+Armenia,FruitVeg,0.207562991039239
+Armenia,MaizeMilletSorghum,0.207562991039239
+Armenia,Monogastrics,0.207562991039239
+Armenia,Oilcrops,0.207562991039239
+Armenia,Pulses,0.207562991039239
+Armenia,Rice (Paddy Equivalent),0.207562991039239
+Armenia,Ruminants,0.207562991039239
+Armenia,Starchy Roots,0.207562991039239
+Armenia,Sugar,0.207562991039239
+Armenia,WheatBarleyOats,0.207562991039239
+Aruba,FruitVeg,0.207562991039239
+Aruba,MaizeMilletSorghum,0.207562991039239
+Aruba,Monogastrics,0.207562991039239
+Aruba,Oilcrops,0.207562991039239
+Aruba,Pulses,0.207562991039239
+Aruba,Rice (Paddy Equivalent),0.207562991039239
+Aruba,Ruminants,0.207562991039239
+Aruba,Starchy Roots,0.207562991039239
+Aruba,Sugar,0.207562991039239
+Aruba,WheatBarleyOats,0.207562991039239
+Australia,FruitVeg,0.0200386507825243
+Australia,MaizeMilletSorghum,0.0200386507825243
+Australia,Monogastrics,0.0200386507825243
+Australia,Oilcrops,0.0200386507825243
+Australia,Pulses,0.0200386507825243
+Australia,Rice (Paddy Equivalent),0.0200386507825243
+Australia,Ruminants,0.0200386507825243
+Australia,Starchy Roots,0.0200386507825243
+Australia,Sugar,0.0200386507825243
+Australia,WheatBarleyOats,0.0200386507825243
+Austria,FruitVeg,0.112056970911359
+Austria,MaizeMilletSorghum,0.112056970911359
+Austria,Monogastrics,0.112056970911359
+Austria,Oilcrops,0.112056970911359
+Austria,Pulses,0.112056970911359
+Austria,Rice (Paddy Equivalent),0.112056970911359
+Austria,Ruminants,0.112056970911359
+Austria,Starchy Roots,0.112056970911359
+Austria,Sugar,0.112056970911359
+Austria,WheatBarleyOats,0.112056970911359
+Azerbaijan,FruitVeg,0.207562991039239
+Azerbaijan,MaizeMilletSorghum,0.207562991039239
+Azerbaijan,Monogastrics,0.207562991039239
+Azerbaijan,Oilcrops,0.207562991039239
+Azerbaijan,Pulses,0.207562991039239
+Azerbaijan,Rice (Paddy Equivalent),0.207562991039239
+Azerbaijan,Ruminants,0.207562991039239
+Azerbaijan,Starchy Roots,0.207562991039239
+Azerbaijan,Sugar,0.207562991039239
+Azerbaijan,WheatBarleyOats,0.207562991039239
+Bahamas,FruitVeg,0.207562991039239
+Bahamas,MaizeMilletSorghum,0.207562991039239
+Bahamas,Monogastrics,0.207562991039239
+Bahamas,Oilcrops,0.207562991039239
+Bahamas,Pulses,0.207562991039239
+Bahamas,Rice (Paddy Equivalent),0.207562991039239
+Bahamas,Ruminants,0.207562991039239
+Bahamas,Starchy Roots,0.207562991039239
+Bahamas,Sugar,0.207562991039239
+Bahamas,WheatBarleyOats,0.207562991039239
+Bahrain,FruitVeg,0.207562991039239
+Bahrain,MaizeMilletSorghum,0.207562991039239
+Bahrain,Monogastrics,0.207562991039239
+Bahrain,Oilcrops,0.207562991039239
+Bahrain,Pulses,0.207562991039239
+Bahrain,Rice (Paddy Equivalent),0.207562991039239
+Bahrain,Ruminants,0.207562991039239
+Bahrain,Starchy Roots,0.207562991039239
+Bahrain,Sugar,0.207562991039239
+Bahrain,WheatBarleyOats,0.207562991039239
+Bangladesh,FruitVeg,0.207562991039239
+Bangladesh,MaizeMilletSorghum,0.207562991039239
+Bangladesh,Monogastrics,0.207562991039239
+Bangladesh,Oilcrops,0.207562991039239
+Bangladesh,Pulses,0.207562991039239
+Bangladesh,Rice (Paddy Equivalent),0.207562991039239
+Bangladesh,Ruminants,0.207562991039239
+Bangladesh,Starchy Roots,0.207562991039239
+Bangladesh,Sugar,0.207562991039239
+Bangladesh,WheatBarleyOats,0.207562991039239
+Barbados,FruitVeg,0.207562991039239
+Barbados,MaizeMilletSorghum,0.207562991039239
+Barbados,Monogastrics,0.207562991039239
+Barbados,Oilcrops,0.207562991039239
+Barbados,Pulses,0.207562991039239
+Barbados,Rice (Paddy Equivalent),0.207562991039239
+Barbados,Ruminants,0.207562991039239
+Barbados,Starchy Roots,0.207562991039239
+Barbados,Sugar,0.207562991039239
+Barbados,WheatBarleyOats,0.207562991039239
+Belarus,FruitVeg,0.207562991039239
+Belarus,MaizeMilletSorghum,0.207562991039239
+Belarus,Monogastrics,0.207562991039239
+Belarus,Oilcrops,0.207562991039239
+Belarus,Pulses,0.207562991039239
+Belarus,Rice (Paddy Equivalent),0.207562991039239
+Belarus,Ruminants,0.207562991039239
+Belarus,Starchy Roots,0.207562991039239
+Belarus,Sugar,0.207562991039239
+Belarus,WheatBarleyOats,0.207562991039239
+Belgium,FruitVeg,0.112056970911359
+Belgium,MaizeMilletSorghum,0.112056970911359
+Belgium,Monogastrics,0.112056970911359
+Belgium,Oilcrops,0.112056970911359
+Belgium,Pulses,0.112056970911359
+Belgium,Rice (Paddy Equivalent),0.112056970911359
+Belgium,Ruminants,0.112056970911359
+Belgium,Starchy Roots,0.112056970911359
+Belgium,Sugar,0.112056970911359
+Belgium,WheatBarleyOats,0.112056970911359
+Belize,FruitVeg,0.207562991039239
+Belize,MaizeMilletSorghum,0.207562991039239
+Belize,Monogastrics,0.207562991039239
+Belize,Oilcrops,0.207562991039239
+Belize,Pulses,0.207562991039239
+Belize,Rice (Paddy Equivalent),0.207562991039239
+Belize,Ruminants,0.207562991039239
+Belize,Starchy Roots,0.207562991039239
+Belize,Sugar,0.207562991039239
+Belize,WheatBarleyOats,0.207562991039239
+Benin,FruitVeg,0.207562991039239
+Benin,MaizeMilletSorghum,0.207562991039239
+Benin,Monogastrics,0.207562991039239
+Benin,Oilcrops,0.207562991039239
+Benin,Pulses,0.207562991039239
+Benin,Rice (Paddy Equivalent),0.207562991039239
+Benin,Ruminants,0.207562991039239
+Benin,Starchy Roots,0.207562991039239
+Benin,Sugar,0.207562991039239
+Benin,WheatBarleyOats,0.207562991039239
+Bermuda,FruitVeg,0.207562991039239
+Bermuda,MaizeMilletSorghum,0.207562991039239
+Bermuda,Monogastrics,0.207562991039239
+Bermuda,Oilcrops,0.207562991039239
+Bermuda,Pulses,0.207562991039239
+Bermuda,Rice (Paddy Equivalent),0.207562991039239
+Bermuda,Ruminants,0.207562991039239
+Bermuda,Starchy Roots,0.207562991039239
+Bermuda,Sugar,0.207562991039239
+Bermuda,WheatBarleyOats,0.207562991039239
+Bhutan,FruitVeg,0.207562991039239
+Bhutan,MaizeMilletSorghum,0.207562991039239
+Bhutan,Monogastrics,0.207562991039239
+Bhutan,Oilcrops,0.207562991039239
+Bhutan,Pulses,0.207562991039239
+Bhutan,Rice (Paddy Equivalent),0.207562991039239
+Bhutan,Ruminants,0.207562991039239
+Bhutan,Starchy Roots,0.207562991039239
+Bhutan,Sugar,0.207562991039239
+Bhutan,WheatBarleyOats,0.207562991039239
+Bolivia (Plurinational State of),FruitVeg,0.207562991039239
+Bolivia (Plurinational State of),MaizeMilletSorghum,0.207562991039239
+Bolivia (Plurinational State of),Monogastrics,0.207562991039239
+Bolivia (Plurinational State of),Oilcrops,0.207562991039239
+Bolivia (Plurinational State of),Pulses,0.207562991039239
+Bolivia (Plurinational State of),Rice (Paddy Equivalent),0.207562991039239
+Bolivia (Plurinational State of),Ruminants,0.207562991039239
+Bolivia (Plurinational State of),Starchy Roots,0.207562991039239
+Bolivia (Plurinational State of),Sugar,0.207562991039239
+Bolivia (Plurinational State of),WheatBarleyOats,0.207562991039239
+Bosnia and Herzegovina,FruitVeg,0.207562991039239
+Bosnia and Herzegovina,MaizeMilletSorghum,0.207562991039239
+Bosnia and Herzegovina,Monogastrics,0.207562991039239
+Bosnia and Herzegovina,Oilcrops,0.207562991039239
+Bosnia and Herzegovina,Pulses,0.207562991039239
+Bosnia and Herzegovina,Rice (Paddy Equivalent),0.207562991039239
+Bosnia and Herzegovina,Ruminants,0.207562991039239
+Bosnia and Herzegovina,Starchy Roots,0.207562991039239
+Bosnia and Herzegovina,Sugar,0.207562991039239
+Bosnia and Herzegovina,WheatBarleyOats,0.207562991039239
+Botswana,FruitVeg,0.207562991039239
+Botswana,MaizeMilletSorghum,0.207562991039239
+Botswana,Monogastrics,0.207562991039239
+Botswana,Oilcrops,0.207562991039239
+Botswana,Pulses,0.207562991039239
+Botswana,Rice (Paddy Equivalent),0.207562991039239
+Botswana,Ruminants,0.207562991039239
+Botswana,Starchy Roots,0.207562991039239
+Botswana,Sugar,0.207562991039239
+Botswana,WheatBarleyOats,0.207562991039239
+Brazil,FruitVeg,0.047372536294787
+Brazil,MaizeMilletSorghum,0.047372536294787
+Brazil,Monogastrics,0.047372536294787
+Brazil,Oilcrops,0.047372536294787
+Brazil,Pulses,0.047372536294787
+Brazil,Rice (Paddy Equivalent),0.047372536294787
+Brazil,Ruminants,0.047372536294787
+Brazil,Starchy Roots,0.047372536294787
+Brazil,Sugar,0.047372536294787
+Brazil,WheatBarleyOats,0.047372536294787
+Brunei Darussalam,FruitVeg,0.207562991039239
+Brunei Darussalam,MaizeMilletSorghum,0.207562991039239
+Brunei Darussalam,Monogastrics,0.207562991039239
+Brunei Darussalam,Oilcrops,0.207562991039239
+Brunei Darussalam,Pulses,0.207562991039239
+Brunei Darussalam,Rice (Paddy Equivalent),0.207562991039239
+Brunei Darussalam,Ruminants,0.207562991039239
+Brunei Darussalam,Starchy Roots,0.207562991039239
+Brunei Darussalam,Sugar,0.207562991039239
+Brunei Darussalam,WheatBarleyOats,0.207562991039239
+Bulgaria,FruitVeg,0.112056970911359
+Bulgaria,MaizeMilletSorghum,0.112056970911359
+Bulgaria,Monogastrics,0.112056970911359
+Bulgaria,Oilcrops,0.112056970911359
+Bulgaria,Pulses,0.112056970911359
+Bulgaria,Rice (Paddy Equivalent),0.112056970911359
+Bulgaria,Ruminants,0.112056970911359
+Bulgaria,Starchy Roots,0.112056970911359
+Bulgaria,Sugar,0.112056970911359
+Bulgaria,WheatBarleyOats,0.112056970911359
+Burkina Faso,FruitVeg,0.207562991039239
+Burkina Faso,MaizeMilletSorghum,0.207562991039239
+Burkina Faso,Monogastrics,0.207562991039239
+Burkina Faso,Oilcrops,0.207562991039239
+Burkina Faso,Pulses,0.207562991039239
+Burkina Faso,Rice (Paddy Equivalent),0.207562991039239
+Burkina Faso,Ruminants,0.207562991039239
+Burkina Faso,Starchy Roots,0.207562991039239
+Burkina Faso,Sugar,0.207562991039239
+Burkina Faso,WheatBarleyOats,0.207562991039239
+Burundi,FruitVeg,0.207562991039239
+Burundi,MaizeMilletSorghum,0.207562991039239
+Burundi,Monogastrics,0.207562991039239
+Burundi,Oilcrops,0.207562991039239
+Burundi,Pulses,0.207562991039239
+Burundi,Rice (Paddy Equivalent),0.207562991039239
+Burundi,Ruminants,0.207562991039239
+Burundi,Starchy Roots,0.207562991039239
+Burundi,Sugar,0.207562991039239
+Burundi,WheatBarleyOats,0.207562991039239
+Cabo Verde,FruitVeg,0.207562991039239
+Cabo Verde,MaizeMilletSorghum,0.207562991039239
+Cabo Verde,Monogastrics,0.207562991039239
+Cabo Verde,Oilcrops,0.207562991039239
+Cabo Verde,Pulses,0.207562991039239
+Cabo Verde,Rice (Paddy Equivalent),0.207562991039239
+Cabo Verde,Ruminants,0.207562991039239
+Cabo Verde,Starchy Roots,0.207562991039239
+Cabo Verde,Sugar,0.207562991039239
+Cabo Verde,WheatBarleyOats,0.207562991039239
+Cambodia,FruitVeg,0.207562991039239
+Cambodia,MaizeMilletSorghum,0.207562991039239
+Cambodia,Monogastrics,0.207562991039239
+Cambodia,Oilcrops,0.207562991039239
+Cambodia,Pulses,0.207562991039239
+Cambodia,Rice (Paddy Equivalent),0.207562991039239
+Cambodia,Ruminants,0.207562991039239
+Cambodia,Starchy Roots,0.207562991039239
+Cambodia,Sugar,0.207562991039239
+Cambodia,WheatBarleyOats,0.207562991039239
+Cameroon,FruitVeg,0.207562991039239
+Cameroon,MaizeMilletSorghum,0.207562991039239
+Cameroon,Monogastrics,0.207562991039239
+Cameroon,Oilcrops,0.207562991039239
+Cameroon,Pulses,0.207562991039239
+Cameroon,Rice (Paddy Equivalent),0.207562991039239
+Cameroon,Ruminants,0.207562991039239
+Cameroon,Starchy Roots,0.207562991039239
+Cameroon,Sugar,0.207562991039239
+Cameroon,WheatBarleyOats,0.207562991039239
+Canada,FruitVeg,0.32236610491491
+Canada,MaizeMilletSorghum,0.32236610491491
+Canada,Monogastrics,0.32236610491491
+Canada,Oilcrops,0.32236610491491
+Canada,Pulses,0.32236610491491
+Canada,Rice (Paddy Equivalent),0.32236610491491
+Canada,Ruminants,0.32236610491491
+Canada,Starchy Roots,0.32236610491491
+Canada,Sugar,0.32236610491491
+Canada,WheatBarleyOats,0.32236610491491
+Central African Republic,FruitVeg,0.207562991039239
+Central African Republic,MaizeMilletSorghum,0.207562991039239
+Central African Republic,Monogastrics,0.207562991039239
+Central African Republic,Oilcrops,0.207562991039239
+Central African Republic,Pulses,0.207562991039239
+Central African Republic,Rice (Paddy Equivalent),0.207562991039239
+Central African Republic,Ruminants,0.207562991039239
+Central African Republic,Starchy Roots,0.207562991039239
+Central African Republic,Sugar,0.207562991039239
+Central African Republic,WheatBarleyOats,0.207562991039239
+Chad,FruitVeg,0.207562991039239
+Chad,MaizeMilletSorghum,0.207562991039239
+Chad,Monogastrics,0.207562991039239
+Chad,Oilcrops,0.207562991039239
+Chad,Pulses,0.207562991039239
+Chad,Rice (Paddy Equivalent),0.207562991039239
+Chad,Ruminants,0.207562991039239
+Chad,Starchy Roots,0.207562991039239
+Chad,Sugar,0.207562991039239
+Chad,WheatBarleyOats,0.207562991039239
+Chile,FruitVeg,0.106413924068651
+Chile,MaizeMilletSorghum,0.106413924068651
+Chile,Monogastrics,0.106413924068651
+Chile,Oilcrops,0.106413924068651
+Chile,Pulses,0.106413924068651
+Chile,Rice (Paddy Equivalent),0.106413924068651
+Chile,Ruminants,0.106413924068651
+Chile,Starchy Roots,0.106413924068651
+Chile,Sugar,0.106413924068651
+Chile,WheatBarleyOats,0.106413924068651
+China,FruitVeg,0.408610854378248
+China,MaizeMilletSorghum,0.408610854378248
+China,Monogastrics,0.408610854378248
+China,Oilcrops,0.408610854378248
+China,Pulses,0.408610854378248
+China,Rice (Paddy Equivalent),0.408610854378248
+China,Ruminants,0.408610854378248
+China,Starchy Roots,0.408610854378248
+China,Sugar,0.408610854378248
+China,WheatBarleyOats,0.408610854378248
+Colombia,FruitVeg,0.358386762595974
+Colombia,MaizeMilletSorghum,0.358386762595974
+Colombia,Monogastrics,0.358386762595974
+Colombia,Oilcrops,0.358386762595974
+Colombia,Pulses,0.358386762595974
+Colombia,Rice (Paddy Equivalent),0.358386762595974
+Colombia,Ruminants,0.358386762595974
+Colombia,Starchy Roots,0.358386762595974
+Colombia,Sugar,0.358386762595974
+Colombia,WheatBarleyOats,0.358386762595974
+Comoros,FruitVeg,0.207562991039239
+Comoros,MaizeMilletSorghum,0.207562991039239
+Comoros,Monogastrics,0.207562991039239
+Comoros,Oilcrops,0.207562991039239
+Comoros,Pulses,0.207562991039239
+Comoros,Rice (Paddy Equivalent),0.207562991039239
+Comoros,Ruminants,0.207562991039239
+Comoros,Starchy Roots,0.207562991039239
+Comoros,Sugar,0.207562991039239
+Comoros,WheatBarleyOats,0.207562991039239
+Congo,FruitVeg,0.207562991039239
+Congo,MaizeMilletSorghum,0.207562991039239
+Congo,Monogastrics,0.207562991039239
+Congo,Oilcrops,0.207562991039239
+Congo,Pulses,0.207562991039239
+Congo,Rice (Paddy Equivalent),0.207562991039239
+Congo,Ruminants,0.207562991039239
+Congo,Starchy Roots,0.207562991039239
+Congo,Sugar,0.207562991039239
+Congo,WheatBarleyOats,0.207562991039239
+Costa Rica,FruitVeg,0.378166137381476
+Costa Rica,MaizeMilletSorghum,0.378166137381476
+Costa Rica,Monogastrics,0.378166137381476
+Costa Rica,Oilcrops,0.378166137381476
+Costa Rica,Pulses,0.378166137381476
+Costa Rica,Rice (Paddy Equivalent),0.378166137381476
+Costa Rica,Ruminants,0.378166137381476
+Costa Rica,Starchy Roots,0.378166137381476
+Costa Rica,Sugar,0.378166137381476
+Costa Rica,WheatBarleyOats,0.378166137381476
+Cote d'Ivoire,FruitVeg,0.207562991039239
+Cote d'Ivoire,MaizeMilletSorghum,0.207562991039239
+Cote d'Ivoire,Monogastrics,0.207562991039239
+Cote d'Ivoire,Oilcrops,0.207562991039239
+Cote d'Ivoire,Pulses,0.207562991039239
+Cote d'Ivoire,Rice (Paddy Equivalent),0.207562991039239
+Cote d'Ivoire,Ruminants,0.207562991039239
+Cote d'Ivoire,Starchy Roots,0.207562991039239
+Cote d'Ivoire,Sugar,0.207562991039239
+Cote d'Ivoire,WheatBarleyOats,0.207562991039239
+Croatia,FruitVeg,0.112056970911359
+Croatia,MaizeMilletSorghum,0.112056970911359
+Croatia,Monogastrics,0.112056970911359
+Croatia,Oilcrops,0.112056970911359
+Croatia,Pulses,0.112056970911359
+Croatia,Rice (Paddy Equivalent),0.112056970911359
+Croatia,Ruminants,0.112056970911359
+Croatia,Starchy Roots,0.112056970911359
+Croatia,Sugar,0.112056970911359
+Croatia,WheatBarleyOats,0.112056970911359
+Cuba,FruitVeg,0.207562991039239
+Cuba,MaizeMilletSorghum,0.207562991039239
+Cuba,Monogastrics,0.207562991039239
+Cuba,Oilcrops,0.207562991039239
+Cuba,Pulses,0.207562991039239
+Cuba,Rice (Paddy Equivalent),0.207562991039239
+Cuba,Ruminants,0.207562991039239
+Cuba,Starchy Roots,0.207562991039239
+Cuba,Sugar,0.207562991039239
+Cuba,WheatBarleyOats,0.207562991039239
+Cyprus,FruitVeg,0.112056970911359
+Cyprus,MaizeMilletSorghum,0.112056970911359
+Cyprus,Monogastrics,0.112056970911359
+Cyprus,Oilcrops,0.112056970911359
+Cyprus,Pulses,0.112056970911359
+Cyprus,Rice (Paddy Equivalent),0.112056970911359
+Cyprus,Ruminants,0.112056970911359
+Cyprus,Starchy Roots,0.112056970911359
+Cyprus,Sugar,0.112056970911359
+Cyprus,WheatBarleyOats,0.112056970911359
+Czechia,FruitVeg,0.207562991039239
+Czechia,MaizeMilletSorghum,0.207562991039239
+Czechia,Monogastrics,0.207562991039239
+Czechia,Oilcrops,0.207562991039239
+Czechia,Pulses,0.207562991039239
+Czechia,Rice (Paddy Equivalent),0.207562991039239
+Czechia,Ruminants,0.207562991039239
+Czechia,Starchy Roots,0.207562991039239
+Czechia,Sugar,0.207562991039239
+Czechia,WheatBarleyOats,0.207562991039239
+Democratic People's Republic of Korea,FruitVeg,0.207562991039239
+Democratic People's Republic of Korea,MaizeMilletSorghum,0.207562991039239
+Democratic People's Republic of Korea,Monogastrics,0.207562991039239
+Democratic People's Republic of Korea,Oilcrops,0.207562991039239
+Democratic People's Republic of Korea,Pulses,0.207562991039239
+Democratic People's Republic of Korea,Rice (Paddy Equivalent),0.207562991039239
+Democratic People's Republic of Korea,Ruminants,0.207562991039239
+Democratic People's Republic of Korea,Starchy Roots,0.207562991039239
+Democratic People's Republic of Korea,Sugar,0.207562991039239
+Democratic People's Republic of Korea,WheatBarleyOats,0.207562991039239
+Democratic Republic of the Congo,FruitVeg,0.207562991039239
+Democratic Republic of the Congo,MaizeMilletSorghum,0.207562991039239
+Democratic Republic of the Congo,Monogastrics,0.207562991039239
+Democratic Republic of the Congo,Oilcrops,0.207562991039239
+Democratic Republic of the Congo,Pulses,0.207562991039239
+Democratic Republic of the Congo,Rice (Paddy Equivalent),0.207562991039239
+Democratic Republic of the Congo,Ruminants,0.207562991039239
+Democratic Republic of the Congo,Starchy Roots,0.207562991039239
+Democratic Republic of the Congo,Sugar,0.207562991039239
+Democratic Republic of the Congo,WheatBarleyOats,0.207562991039239
+Denmark,FruitVeg,0.112056970911359
+Denmark,MaizeMilletSorghum,0.112056970911359
+Denmark,Monogastrics,0.112056970911359
+Denmark,Oilcrops,0.112056970911359
+Denmark,Pulses,0.112056970911359
+Denmark,Rice (Paddy Equivalent),0.112056970911359
+Denmark,Ruminants,0.112056970911359
+Denmark,Starchy Roots,0.112056970911359
+Denmark,Sugar,0.112056970911359
+Denmark,WheatBarleyOats,0.112056970911359
+Djibouti,FruitVeg,0.207562991039239
+Djibouti,MaizeMilletSorghum,0.207562991039239
+Djibouti,Monogastrics,0.207562991039239
+Djibouti,Oilcrops,0.207562991039239
+Djibouti,Pulses,0.207562991039239
+Djibouti,Rice (Paddy Equivalent),0.207562991039239
+Djibouti,Ruminants,0.207562991039239
+Djibouti,Starchy Roots,0.207562991039239
+Djibouti,Sugar,0.207562991039239
+Djibouti,WheatBarleyOats,0.207562991039239
+Dominica,FruitVeg,0.207562991039239
+Dominica,MaizeMilletSorghum,0.207562991039239
+Dominica,Monogastrics,0.207562991039239
+Dominica,Oilcrops,0.207562991039239
+Dominica,Pulses,0.207562991039239
+Dominica,Rice (Paddy Equivalent),0.207562991039239
+Dominica,Ruminants,0.207562991039239
+Dominica,Starchy Roots,0.207562991039239
+Dominica,Sugar,0.207562991039239
+Dominica,WheatBarleyOats,0.207562991039239
+Dominican Republic,FruitVeg,0.207562991039239
+Dominican Republic,MaizeMilletSorghum,0.207562991039239
+Dominican Republic,Monogastrics,0.207562991039239
+Dominican Republic,Oilcrops,0.207562991039239
+Dominican Republic,Pulses,0.207562991039239
+Dominican Republic,Rice (Paddy Equivalent),0.207562991039239
+Dominican Republic,Ruminants,0.207562991039239
+Dominican Republic,Starchy Roots,0.207562991039239
+Dominican Republic,Sugar,0.207562991039239
+Dominican Republic,WheatBarleyOats,0.207562991039239
+Ecuador,FruitVeg,0.207562991039239
+Ecuador,MaizeMilletSorghum,0.207562991039239
+Ecuador,Monogastrics,0.207562991039239
+Ecuador,Oilcrops,0.207562991039239
+Ecuador,Pulses,0.207562991039239
+Ecuador,Rice (Paddy Equivalent),0.207562991039239
+Ecuador,Ruminants,0.207562991039239
+Ecuador,Starchy Roots,0.207562991039239
+Ecuador,Sugar,0.207562991039239
+Ecuador,WheatBarleyOats,0.207562991039239
+Egypt,FruitVeg,0.207562991039239
+Egypt,MaizeMilletSorghum,0.207562991039239
+Egypt,Monogastrics,0.207562991039239
+Egypt,Oilcrops,0.207562991039239
+Egypt,Pulses,0.207562991039239
+Egypt,Rice (Paddy Equivalent),0.207562991039239
+Egypt,Ruminants,0.207562991039239
+Egypt,Starchy Roots,0.207562991039239
+Egypt,Sugar,0.207562991039239
+Egypt,WheatBarleyOats,0.207562991039239
+El Salvador,FruitVeg,0.207562991039239
+El Salvador,MaizeMilletSorghum,0.207562991039239
+El Salvador,Monogastrics,0.207562991039239
+El Salvador,Oilcrops,0.207562991039239
+El Salvador,Pulses,0.207562991039239
+El Salvador,Rice (Paddy Equivalent),0.207562991039239
+El Salvador,Ruminants,0.207562991039239
+El Salvador,Starchy Roots,0.207562991039239
+El Salvador,Sugar,0.207562991039239
+El Salvador,WheatBarleyOats,0.207562991039239
+Equatorial Guinea,FruitVeg,0.207562991039239
+Equatorial Guinea,MaizeMilletSorghum,0.207562991039239
+Equatorial Guinea,Monogastrics,0.207562991039239
+Equatorial Guinea,Oilcrops,0.207562991039239
+Equatorial Guinea,Pulses,0.207562991039239
+Equatorial Guinea,Rice (Paddy Equivalent),0.207562991039239
+Equatorial Guinea,Ruminants,0.207562991039239
+Equatorial Guinea,Starchy Roots,0.207562991039239
+Equatorial Guinea,Sugar,0.207562991039239
+Equatorial Guinea,WheatBarleyOats,0.207562991039239
+Eritrea,FruitVeg,0.207562991039239
+Eritrea,MaizeMilletSorghum,0.207562991039239
+Eritrea,Monogastrics,0.207562991039239
+Eritrea,Oilcrops,0.207562991039239
+Eritrea,Pulses,0.207562991039239
+Eritrea,Rice (Paddy Equivalent),0.207562991039239
+Eritrea,Ruminants,0.207562991039239
+Eritrea,Starchy Roots,0.207562991039239
+Eritrea,Sugar,0.207562991039239
+Eritrea,WheatBarleyOats,0.207562991039239
+Estonia,FruitVeg,0.112056970911359
+Estonia,MaizeMilletSorghum,0.112056970911359
+Estonia,Monogastrics,0.112056970911359
+Estonia,Oilcrops,0.112056970911359
+Estonia,Pulses,0.112056970911359
+Estonia,Rice (Paddy Equivalent),0.112056970911359
+Estonia,Ruminants,0.112056970911359
+Estonia,Starchy Roots,0.112056970911359
+Estonia,Sugar,0.112056970911359
+Estonia,WheatBarleyOats,0.112056970911359
+Ethiopia,FruitVeg,0.207562991039239
+Ethiopia,MaizeMilletSorghum,0.207562991039239
+Ethiopia,Monogastrics,0.207562991039239
+Ethiopia,Oilcrops,0.207562991039239
+Ethiopia,Pulses,0.207562991039239
+Ethiopia,Rice (Paddy Equivalent),0.207562991039239
+Ethiopia,Ruminants,0.207562991039239
+Ethiopia,Starchy Roots,0.207562991039239
+Ethiopia,Sugar,0.207562991039239
+Ethiopia,WheatBarleyOats,0.207562991039239
+Fiji,FruitVeg,0.207562991039239
+Fiji,MaizeMilletSorghum,0.207562991039239
+Fiji,Monogastrics,0.207562991039239
+Fiji,Oilcrops,0.207562991039239
+Fiji,Pulses,0.207562991039239
+Fiji,Rice (Paddy Equivalent),0.207562991039239
+Fiji,Ruminants,0.207562991039239
+Fiji,Starchy Roots,0.207562991039239
+Fiji,Sugar,0.207562991039239
+Fiji,WheatBarleyOats,0.207562991039239
+Finland,FruitVeg,0.112056970911359
+Finland,MaizeMilletSorghum,0.112056970911359
+Finland,Monogastrics,0.112056970911359
+Finland,Oilcrops,0.112056970911359
+Finland,Pulses,0.112056970911359
+Finland,Rice (Paddy Equivalent),0.112056970911359
+Finland,Ruminants,0.112056970911359
+Finland,Starchy Roots,0.112056970911359
+Finland,Sugar,0.112056970911359
+Finland,WheatBarleyOats,0.112056970911359
+France,FruitVeg,0.112056970911359
+France,MaizeMilletSorghum,0.112056970911359
+France,Monogastrics,0.112056970911359
+France,Oilcrops,0.112056970911359
+France,Pulses,0.112056970911359
+France,Rice (Paddy Equivalent),0.112056970911359
+France,Ruminants,0.112056970911359
+France,Starchy Roots,0.112056970911359
+France,Sugar,0.112056970911359
+France,WheatBarleyOats,0.112056970911359
+French Polynesia,FruitVeg,0.207562991039239
+French Polynesia,MaizeMilletSorghum,0.207562991039239
+French Polynesia,Monogastrics,0.207562991039239
+French Polynesia,Oilcrops,0.207562991039239
+French Polynesia,Pulses,0.207562991039239
+French Polynesia,Rice (Paddy Equivalent),0.207562991039239
+French Polynesia,Ruminants,0.207562991039239
+French Polynesia,Starchy Roots,0.207562991039239
+French Polynesia,Sugar,0.207562991039239
+French Polynesia,WheatBarleyOats,0.207562991039239
+Gabon,FruitVeg,0.207562991039239
+Gabon,MaizeMilletSorghum,0.207562991039239
+Gabon,Monogastrics,0.207562991039239
+Gabon,Oilcrops,0.207562991039239
+Gabon,Pulses,0.207562991039239
+Gabon,Rice (Paddy Equivalent),0.207562991039239
+Gabon,Ruminants,0.207562991039239
+Gabon,Starchy Roots,0.207562991039239
+Gabon,Sugar,0.207562991039239
+Gabon,WheatBarleyOats,0.207562991039239
+Gambia,FruitVeg,0.207562991039239
+Gambia,MaizeMilletSorghum,0.207562991039239
+Gambia,Monogastrics,0.207562991039239
+Gambia,Oilcrops,0.207562991039239
+Gambia,Pulses,0.207562991039239
+Gambia,Rice (Paddy Equivalent),0.207562991039239
+Gambia,Ruminants,0.207562991039239
+Gambia,Starchy Roots,0.207562991039239
+Gambia,Sugar,0.207562991039239
+Gambia,WheatBarleyOats,0.207562991039239
+Georgia,FruitVeg,0.207562991039239
+Georgia,MaizeMilletSorghum,0.207562991039239
+Georgia,Monogastrics,0.207562991039239
+Georgia,Oilcrops,0.207562991039239
+Georgia,Pulses,0.207562991039239
+Georgia,Rice (Paddy Equivalent),0.207562991039239
+Georgia,Ruminants,0.207562991039239
+Georgia,Starchy Roots,0.207562991039239
+Georgia,Sugar,0.207562991039239
+Georgia,WheatBarleyOats,0.207562991039239
+Germany,FruitVeg,0.112056970911359
+Germany,MaizeMilletSorghum,0.112056970911359
+Germany,Monogastrics,0.112056970911359
+Germany,Oilcrops,0.112056970911359
+Germany,Pulses,0.112056970911359
+Germany,Rice (Paddy Equivalent),0.112056970911359
+Germany,Ruminants,0.112056970911359
+Germany,Starchy Roots,0.112056970911359
+Germany,Sugar,0.112056970911359
+Germany,WheatBarleyOats,0.112056970911359
+Ghana,FruitVeg,0.207562991039239
+Ghana,MaizeMilletSorghum,0.207562991039239
+Ghana,Monogastrics,0.207562991039239
+Ghana,Oilcrops,0.207562991039239
+Ghana,Pulses,0.207562991039239
+Ghana,Rice (Paddy Equivalent),0.207562991039239
+Ghana,Ruminants,0.207562991039239
+Ghana,Starchy Roots,0.207562991039239
+Ghana,Sugar,0.207562991039239
+Ghana,WheatBarleyOats,0.207562991039239
+Greece,FruitVeg,0.112056970911359
+Greece,MaizeMilletSorghum,0.112056970911359
+Greece,Monogastrics,0.112056970911359
+Greece,Oilcrops,0.112056970911359
+Greece,Pulses,0.112056970911359
+Greece,Rice (Paddy Equivalent),0.112056970911359
+Greece,Ruminants,0.112056970911359
+Greece,Starchy Roots,0.112056970911359
+Greece,Sugar,0.112056970911359
+Greece,WheatBarleyOats,0.112056970911359
+Greenland,FruitVeg,0.207562991039239
+Greenland,MaizeMilletSorghum,0.207562991039239
+Greenland,Monogastrics,0.207562991039239
+Greenland,Oilcrops,0.207562991039239
+Greenland,Pulses,0.207562991039239
+Greenland,Rice (Paddy Equivalent),0.207562991039239
+Greenland,Ruminants,0.207562991039239
+Greenland,Starchy Roots,0.207562991039239
+Greenland,Sugar,0.207562991039239
+Greenland,WheatBarleyOats,0.207562991039239
+Grenada,FruitVeg,0.207562991039239
+Grenada,MaizeMilletSorghum,0.207562991039239
+Grenada,Monogastrics,0.207562991039239
+Grenada,Oilcrops,0.207562991039239
+Grenada,Pulses,0.207562991039239
+Grenada,Rice (Paddy Equivalent),0.207562991039239
+Grenada,Ruminants,0.207562991039239
+Grenada,Starchy Roots,0.207562991039239
+Grenada,Sugar,0.207562991039239
+Grenada,WheatBarleyOats,0.207562991039239
+Guatemala,FruitVeg,0.207562991039239
+Guatemala,MaizeMilletSorghum,0.207562991039239
+Guatemala,Monogastrics,0.207562991039239
+Guatemala,Oilcrops,0.207562991039239
+Guatemala,Pulses,0.207562991039239
+Guatemala,Rice (Paddy Equivalent),0.207562991039239
+Guatemala,Ruminants,0.207562991039239
+Guatemala,Starchy Roots,0.207562991039239
+Guatemala,Sugar,0.207562991039239
+Guatemala,WheatBarleyOats,0.207562991039239
+Guinea,FruitVeg,0.207562991039239
+Guinea,MaizeMilletSorghum,0.207562991039239
+Guinea,Monogastrics,0.207562991039239
+Guinea,Oilcrops,0.207562991039239
+Guinea,Pulses,0.207562991039239
+Guinea,Rice (Paddy Equivalent),0.207562991039239
+Guinea,Ruminants,0.207562991039239
+Guinea,Starchy Roots,0.207562991039239
+Guinea,Sugar,0.207562991039239
+Guinea,WheatBarleyOats,0.207562991039239
+Guinea-Bissau,FruitVeg,0.207562991039239
+Guinea-Bissau,MaizeMilletSorghum,0.207562991039239
+Guinea-Bissau,Monogastrics,0.207562991039239
+Guinea-Bissau,Oilcrops,0.207562991039239
+Guinea-Bissau,Pulses,0.207562991039239
+Guinea-Bissau,Rice (Paddy Equivalent),0.207562991039239
+Guinea-Bissau,Ruminants,0.207562991039239
+Guinea-Bissau,Starchy Roots,0.207562991039239
+Guinea-Bissau,Sugar,0.207562991039239
+Guinea-Bissau,WheatBarleyOats,0.207562991039239
+Guyana,FruitVeg,0.207562991039239
+Guyana,MaizeMilletSorghum,0.207562991039239
+Guyana,Monogastrics,0.207562991039239
+Guyana,Oilcrops,0.207562991039239
+Guyana,Pulses,0.207562991039239
+Guyana,Rice (Paddy Equivalent),0.207562991039239
+Guyana,Ruminants,0.207562991039239
+Guyana,Starchy Roots,0.207562991039239
+Guyana,Sugar,0.207562991039239
+Guyana,WheatBarleyOats,0.207562991039239
+Haiti,FruitVeg,0.207562991039239
+Haiti,MaizeMilletSorghum,0.207562991039239
+Haiti,Monogastrics,0.207562991039239
+Haiti,Oilcrops,0.207562991039239
+Haiti,Pulses,0.207562991039239
+Haiti,Rice (Paddy Equivalent),0.207562991039239
+Haiti,Ruminants,0.207562991039239
+Haiti,Starchy Roots,0.207562991039239
+Haiti,Sugar,0.207562991039239
+Haiti,WheatBarleyOats,0.207562991039239
+Honduras,FruitVeg,0.207562991039239
+Honduras,MaizeMilletSorghum,0.207562991039239
+Honduras,Monogastrics,0.207562991039239
+Honduras,Oilcrops,0.207562991039239
+Honduras,Pulses,0.207562991039239
+Honduras,Rice (Paddy Equivalent),0.207562991039239
+Honduras,Ruminants,0.207562991039239
+Honduras,Starchy Roots,0.207562991039239
+Honduras,Sugar,0.207562991039239
+Honduras,WheatBarleyOats,0.207562991039239
+Hungary,FruitVeg,0.112056970911359
+Hungary,MaizeMilletSorghum,0.112056970911359
+Hungary,Monogastrics,0.112056970911359
+Hungary,Oilcrops,0.112056970911359
+Hungary,Pulses,0.112056970911359
+Hungary,Rice (Paddy Equivalent),0.112056970911359
+Hungary,Ruminants,0.112056970911359
+Hungary,Starchy Roots,0.112056970911359
+Hungary,Sugar,0.112056970911359
+Hungary,WheatBarleyOats,0.112056970911359
+Iceland,FruitVeg,0.171226980984514
+Iceland,MaizeMilletSorghum,0.171226980984514
+Iceland,Monogastrics,0.171226980984514
+Iceland,Oilcrops,0.171226980984514
+Iceland,Pulses,0.171226980984514
+Iceland,Rice (Paddy Equivalent),0.171226980984514
+Iceland,Ruminants,0.171226980984514
+Iceland,Starchy Roots,0.171226980984514
+Iceland,Sugar,0.171226980984514
+Iceland,WheatBarleyOats,0.171226980984514
+India,FruitVeg,0.250536820828921
+India,MaizeMilletSorghum,0.250536820828921
+India,Monogastrics,0.250536820828921
+India,Oilcrops,0.250536820828921
+India,Pulses,0.250536820828921
+India,Rice (Paddy Equivalent),0.250536820828921
+India,Ruminants,0.250536820828921
+India,Starchy Roots,0.250536820828921
+India,Sugar,0.250536820828921
+India,WheatBarleyOats,0.250536820828921
+Indonesia,FruitVeg,0.0588236522704165
+Indonesia,MaizeMilletSorghum,0.0588236522704165
+Indonesia,Monogastrics,0.0588236522704165
+Indonesia,Oilcrops,0.0588236522704165
+Indonesia,Pulses,0.0588236522704165
+Indonesia,Rice (Paddy Equivalent),0.0588236522704165
+Indonesia,Ruminants,0.0588236522704165
+Indonesia,Starchy Roots,0.0588236522704165
+Indonesia,Sugar,0.0588236522704165
+Indonesia,WheatBarleyOats,0.0588236522704165
+Iran (Islamic Republic of),FruitVeg,0.207562991039239
+Iran (Islamic Republic of),MaizeMilletSorghum,0.207562991039239
+Iran (Islamic Republic of),Monogastrics,0.207562991039239
+Iran (Islamic Republic of),Oilcrops,0.207562991039239
+Iran (Islamic Republic of),Pulses,0.207562991039239
+Iran (Islamic Republic of),Rice (Paddy Equivalent),0.207562991039239
+Iran (Islamic Republic of),Ruminants,0.207562991039239
+Iran (Islamic Republic of),Starchy Roots,0.207562991039239
+Iran (Islamic Republic of),Sugar,0.207562991039239
+Iran (Islamic Republic of),WheatBarleyOats,0.207562991039239
+Iraq,FruitVeg,0.207562991039239
+Iraq,MaizeMilletSorghum,0.207562991039239
+Iraq,Monogastrics,0.207562991039239
+Iraq,Oilcrops,0.207562991039239
+Iraq,Pulses,0.207562991039239
+Iraq,Rice (Paddy Equivalent),0.207562991039239
+Iraq,Ruminants,0.207562991039239
+Iraq,Starchy Roots,0.207562991039239
+Iraq,Sugar,0.207562991039239
+Iraq,WheatBarleyOats,0.207562991039239
+Ireland,FruitVeg,0.112056970911359
+Ireland,MaizeMilletSorghum,0.112056970911359
+Ireland,Monogastrics,0.112056970911359
+Ireland,Oilcrops,0.112056970911359
+Ireland,Pulses,0.112056970911359
+Ireland,Rice (Paddy Equivalent),0.112056970911359
+Ireland,Ruminants,0.112056970911359
+Ireland,Starchy Roots,0.112056970911359
+Ireland,Sugar,0.112056970911359
+Ireland,WheatBarleyOats,0.112056970911359
+Israel,FruitVeg,0.244523079056479
+Israel,MaizeMilletSorghum,0.244523079056479
+Israel,Monogastrics,0.244523079056479
+Israel,Oilcrops,0.244523079056479
+Israel,Pulses,0.244523079056479
+Israel,Rice (Paddy Equivalent),0.244523079056479
+Israel,Ruminants,0.244523079056479
+Israel,Starchy Roots,0.244523079056479
+Israel,Sugar,0.244523079056479
+Israel,WheatBarleyOats,0.244523079056479
+Italy,FruitVeg,0.112056970911359
+Italy,MaizeMilletSorghum,0.112056970911359
+Italy,Monogastrics,0.112056970911359
+Italy,Oilcrops,0.112056970911359
+Italy,Pulses,0.112056970911359
+Italy,Rice (Paddy Equivalent),0.112056970911359
+Italy,Ruminants,0.112056970911359
+Italy,Starchy Roots,0.112056970911359
+Italy,Sugar,0.112056970911359
+Italy,WheatBarleyOats,0.112056970911359
+Jamaica,FruitVeg,0.207562991039239
+Jamaica,MaizeMilletSorghum,0.207562991039239
+Jamaica,Monogastrics,0.207562991039239
+Jamaica,Oilcrops,0.207562991039239
+Jamaica,Pulses,0.207562991039239
+Jamaica,Rice (Paddy Equivalent),0.207562991039239
+Jamaica,Ruminants,0.207562991039239
+Jamaica,Starchy Roots,0.207562991039239
+Jamaica,Sugar,0.207562991039239
+Jamaica,WheatBarleyOats,0.207562991039239
+Japan,FruitVeg,0.244523079056479
+Japan,MaizeMilletSorghum,0.244523079056479
+Japan,Monogastrics,0.244523079056479
+Japan,Oilcrops,0.244523079056479
+Japan,Pulses,0.244523079056479
+Japan,Rice (Paddy Equivalent),0.244523079056479
+Japan,Ruminants,0.244523079056479
+Japan,Starchy Roots,0.244523079056479
+Japan,Sugar,0.244523079056479
+Japan,WheatBarleyOats,0.244523079056479
+Jordan,FruitVeg,0.207562991039239
+Jordan,MaizeMilletSorghum,0.207562991039239
+Jordan,Monogastrics,0.207562991039239
+Jordan,Oilcrops,0.207562991039239
+Jordan,Pulses,0.207562991039239
+Jordan,Rice (Paddy Equivalent),0.207562991039239
+Jordan,Ruminants,0.207562991039239
+Jordan,Starchy Roots,0.207562991039239
+Jordan,Sugar,0.207562991039239
+Jordan,WheatBarleyOats,0.207562991039239
+Kazakhstan,FruitVeg,0.207562991039239
+Kazakhstan,MaizeMilletSorghum,0.207562991039239
+Kazakhstan,Monogastrics,0.207562991039239
+Kazakhstan,Oilcrops,0.207562991039239
+Kazakhstan,Pulses,0.207562991039239
+Kazakhstan,Rice (Paddy Equivalent),0.207562991039239
+Kazakhstan,Ruminants,0.207562991039239
+Kazakhstan,Starchy Roots,0.207562991039239
+Kazakhstan,Sugar,0.207562991039239
+Kazakhstan,WheatBarleyOats,0.207562991039239
+Kenya,FruitVeg,0.207562991039239
+Kenya,MaizeMilletSorghum,0.207562991039239
+Kenya,Monogastrics,0.207562991039239
+Kenya,Oilcrops,0.207562991039239
+Kenya,Pulses,0.207562991039239
+Kenya,Rice (Paddy Equivalent),0.207562991039239
+Kenya,Ruminants,0.207562991039239
+Kenya,Starchy Roots,0.207562991039239
+Kenya,Sugar,0.207562991039239
+Kenya,WheatBarleyOats,0.207562991039239
+Kiribati,FruitVeg,0.207562991039239
+Kiribati,MaizeMilletSorghum,0.207562991039239
+Kiribati,Monogastrics,0.207562991039239
+Kiribati,Oilcrops,0.207562991039239
+Kiribati,Pulses,0.207562991039239
+Kiribati,Rice (Paddy Equivalent),0.207562991039239
+Kiribati,Ruminants,0.207562991039239
+Kiribati,Starchy Roots,0.207562991039239
+Kiribati,Sugar,0.207562991039239
+Kiribati,WheatBarleyOats,0.207562991039239
+Kosovo,FruitVeg,0.207562991039239
+Kosovo,MaizeMilletSorghum,0.207562991039239
+Kosovo,Monogastrics,0.207562991039239
+Kosovo,Oilcrops,0.207562991039239
+Kosovo,Pulses,0.207562991039239
+Kosovo,Rice (Paddy Equivalent),0.207562991039239
+Kosovo,Ruminants,0.207562991039239
+Kosovo,Starchy Roots,0.207562991039239
+Kosovo,Sugar,0.207562991039239
+Kosovo,WheatBarleyOats,0.207562991039239
+Kuwait,FruitVeg,0.207562991039239
+Kuwait,MaizeMilletSorghum,0.207562991039239
+Kuwait,Monogastrics,0.207562991039239
+Kuwait,Oilcrops,0.207562991039239
+Kuwait,Pulses,0.207562991039239
+Kuwait,Rice (Paddy Equivalent),0.207562991039239
+Kuwait,Ruminants,0.207562991039239
+Kuwait,Starchy Roots,0.207562991039239
+Kuwait,Sugar,0.207562991039239
+Kuwait,WheatBarleyOats,0.207562991039239
+Kyrgyzstan,FruitVeg,0.207562991039239
+Kyrgyzstan,MaizeMilletSorghum,0.207562991039239
+Kyrgyzstan,Monogastrics,0.207562991039239
+Kyrgyzstan,Oilcrops,0.207562991039239
+Kyrgyzstan,Pulses,0.207562991039239
+Kyrgyzstan,Rice (Paddy Equivalent),0.207562991039239
+Kyrgyzstan,Ruminants,0.207562991039239
+Kyrgyzstan,Starchy Roots,0.207562991039239
+Kyrgyzstan,Sugar,0.207562991039239
+Kyrgyzstan,WheatBarleyOats,0.207562991039239
+Lao People's Democratic Republic,FruitVeg,0.207562991039239
+Lao People's Democratic Republic,MaizeMilletSorghum,0.207562991039239
+Lao People's Democratic Republic,Monogastrics,0.207562991039239
+Lao People's Democratic Republic,Oilcrops,0.207562991039239
+Lao People's Democratic Republic,Pulses,0.207562991039239
+Lao People's Democratic Republic,Rice (Paddy Equivalent),0.207562991039239
+Lao People's Democratic Republic,Ruminants,0.207562991039239
+Lao People's Democratic Republic,Starchy Roots,0.207562991039239
+Lao People's Democratic Republic,Sugar,0.207562991039239
+Lao People's Democratic Republic,WheatBarleyOats,0.207562991039239
+Latvia,FruitVeg,0.112056970911359
+Latvia,MaizeMilletSorghum,0.112056970911359
+Latvia,Monogastrics,0.112056970911359
+Latvia,Oilcrops,0.112056970911359
+Latvia,Pulses,0.112056970911359
+Latvia,Rice (Paddy Equivalent),0.112056970911359
+Latvia,Ruminants,0.112056970911359
+Latvia,Starchy Roots,0.112056970911359
+Latvia,Sugar,0.112056970911359
+Latvia,WheatBarleyOats,0.112056970911359
+Lebanon,FruitVeg,0.207562991039239
+Lebanon,MaizeMilletSorghum,0.207562991039239
+Lebanon,Monogastrics,0.207562991039239
+Lebanon,Oilcrops,0.207562991039239
+Lebanon,Pulses,0.207562991039239
+Lebanon,Rice (Paddy Equivalent),0.207562991039239
+Lebanon,Ruminants,0.207562991039239
+Lebanon,Starchy Roots,0.207562991039239
+Lebanon,Sugar,0.207562991039239
+Lebanon,WheatBarleyOats,0.207562991039239
+Lesotho,FruitVeg,0.207562991039239
+Lesotho,MaizeMilletSorghum,0.207562991039239
+Lesotho,Monogastrics,0.207562991039239
+Lesotho,Oilcrops,0.207562991039239
+Lesotho,Pulses,0.207562991039239
+Lesotho,Rice (Paddy Equivalent),0.207562991039239
+Lesotho,Ruminants,0.207562991039239
+Lesotho,Starchy Roots,0.207562991039239
+Lesotho,Sugar,0.207562991039239
+Lesotho,WheatBarleyOats,0.207562991039239
+Liberia,FruitVeg,0.207562991039239
+Liberia,MaizeMilletSorghum,0.207562991039239
+Liberia,Monogastrics,0.207562991039239
+Liberia,Oilcrops,0.207562991039239
+Liberia,Pulses,0.207562991039239
+Liberia,Rice (Paddy Equivalent),0.207562991039239
+Liberia,Ruminants,0.207562991039239
+Liberia,Starchy Roots,0.207562991039239
+Liberia,Sugar,0.207562991039239
+Liberia,WheatBarleyOats,0.207562991039239
+Libya,FruitVeg,0.207562991039239
+Libya,MaizeMilletSorghum,0.207562991039239
+Libya,Monogastrics,0.207562991039239
+Libya,Oilcrops,0.207562991039239
+Libya,Pulses,0.207562991039239
+Libya,Rice (Paddy Equivalent),0.207562991039239
+Libya,Ruminants,0.207562991039239
+Libya,Starchy Roots,0.207562991039239
+Libya,Sugar,0.207562991039239
+Libya,WheatBarleyOats,0.207562991039239
+Lithuania,FruitVeg,0.112056970911359
+Lithuania,MaizeMilletSorghum,0.112056970911359
+Lithuania,Monogastrics,0.112056970911359
+Lithuania,Oilcrops,0.112056970911359
+Lithuania,Pulses,0.112056970911359
+Lithuania,Rice (Paddy Equivalent),0.112056970911359
+Lithuania,Ruminants,0.112056970911359
+Lithuania,Starchy Roots,0.112056970911359
+Lithuania,Sugar,0.112056970911359
+Lithuania,WheatBarleyOats,0.112056970911359
+Luxembourg,FruitVeg,0.112056970911359
+Luxembourg,MaizeMilletSorghum,0.112056970911359
+Luxembourg,Monogastrics,0.112056970911359
+Luxembourg,Oilcrops,0.112056970911359
+Luxembourg,Pulses,0.112056970911359
+Luxembourg,Rice (Paddy Equivalent),0.112056970911359
+Luxembourg,Ruminants,0.112056970911359
+Luxembourg,Starchy Roots,0.112056970911359
+Luxembourg,Sugar,0.112056970911359
+Luxembourg,WheatBarleyOats,0.112056970911359
+Macau,FruitVeg,0.207562991039239
+Macau,MaizeMilletSorghum,0.207562991039239
+Macau,Monogastrics,0.207562991039239
+Macau,Oilcrops,0.207562991039239
+Macau,Pulses,0.207562991039239
+Macau,Rice (Paddy Equivalent),0.207562991039239
+Macau,Ruminants,0.207562991039239
+Macau,Starchy Roots,0.207562991039239
+Macau,Sugar,0.207562991039239
+Macau,WheatBarleyOats,0.207562991039239
+Madagascar,FruitVeg,0.207562991039239
+Madagascar,MaizeMilletSorghum,0.207562991039239
+Madagascar,Monogastrics,0.207562991039239
+Madagascar,Oilcrops,0.207562991039239
+Madagascar,Pulses,0.207562991039239
+Madagascar,Rice (Paddy Equivalent),0.207562991039239
+Madagascar,Ruminants,0.207562991039239
+Madagascar,Starchy Roots,0.207562991039239
+Madagascar,Sugar,0.207562991039239
+Madagascar,WheatBarleyOats,0.207562991039239
+Malawi,FruitVeg,0.207562991039239
+Malawi,MaizeMilletSorghum,0.207562991039239
+Malawi,Monogastrics,0.207562991039239
+Malawi,Oilcrops,0.207562991039239
+Malawi,Pulses,0.207562991039239
+Malawi,Rice (Paddy Equivalent),0.207562991039239
+Malawi,Ruminants,0.207562991039239
+Malawi,Starchy Roots,0.207562991039239
+Malawi,Sugar,0.207562991039239
+Malawi,WheatBarleyOats,0.207562991039239
+Malaysia,FruitVeg,0.207562991039239
+Malaysia,MaizeMilletSorghum,0.207562991039239
+Malaysia,Monogastrics,0.207562991039239
+Malaysia,Oilcrops,0.207562991039239
+Malaysia,Pulses,0.207562991039239
+Malaysia,Rice (Paddy Equivalent),0.207562991039239
+Malaysia,Ruminants,0.207562991039239
+Malaysia,Starchy Roots,0.207562991039239
+Malaysia,Sugar,0.207562991039239
+Malaysia,WheatBarleyOats,0.207562991039239
+Maldives,FruitVeg,0.207562991039239
+Maldives,MaizeMilletSorghum,0.207562991039239
+Maldives,Monogastrics,0.207562991039239
+Maldives,Oilcrops,0.207562991039239
+Maldives,Pulses,0.207562991039239
+Maldives,Rice (Paddy Equivalent),0.207562991039239
+Maldives,Ruminants,0.207562991039239
+Maldives,Starchy Roots,0.207562991039239
+Maldives,Sugar,0.207562991039239
+Maldives,WheatBarleyOats,0.207562991039239
+Mali,FruitVeg,0.207562991039239
+Mali,MaizeMilletSorghum,0.207562991039239
+Mali,Monogastrics,0.207562991039239
+Mali,Oilcrops,0.207562991039239
+Mali,Pulses,0.207562991039239
+Mali,Rice (Paddy Equivalent),0.207562991039239
+Mali,Ruminants,0.207562991039239
+Mali,Starchy Roots,0.207562991039239
+Mali,Sugar,0.207562991039239
+Mali,WheatBarleyOats,0.207562991039239
+Malta,FruitVeg,0.112056970911359
+Malta,MaizeMilletSorghum,0.112056970911359
+Malta,Monogastrics,0.112056970911359
+Malta,Oilcrops,0.112056970911359
+Malta,Pulses,0.112056970911359
+Malta,Rice (Paddy Equivalent),0.112056970911359
+Malta,Ruminants,0.112056970911359
+Malta,Starchy Roots,0.112056970911359
+Malta,Sugar,0.112056970911359
+Malta,WheatBarleyOats,0.112056970911359
+Marshall Islands,FruitVeg,0.207562991039239
+Marshall Islands,MaizeMilletSorghum,0.207562991039239
+Marshall Islands,Monogastrics,0.207562991039239
+Marshall Islands,Oilcrops,0.207562991039239
+Marshall Islands,Pulses,0.207562991039239
+Marshall Islands,Rice (Paddy Equivalent),0.207562991039239
+Marshall Islands,Ruminants,0.207562991039239
+Marshall Islands,Starchy Roots,0.207562991039239
+Marshall Islands,Sugar,0.207562991039239
+Marshall Islands,WheatBarleyOats,0.207562991039239
+Mauritania,FruitVeg,0.207562991039239
+Mauritania,MaizeMilletSorghum,0.207562991039239
+Mauritania,Monogastrics,0.207562991039239
+Mauritania,Oilcrops,0.207562991039239
+Mauritania,Pulses,0.207562991039239
+Mauritania,Rice (Paddy Equivalent),0.207562991039239
+Mauritania,Ruminants,0.207562991039239
+Mauritania,Starchy Roots,0.207562991039239
+Mauritania,Sugar,0.207562991039239
+Mauritania,WheatBarleyOats,0.207562991039239
+Mauritius,FruitVeg,0.207562991039239
+Mauritius,MaizeMilletSorghum,0.207562991039239
+Mauritius,Monogastrics,0.207562991039239
+Mauritius,Oilcrops,0.207562991039239
+Mauritius,Pulses,0.207562991039239
+Mauritius,Rice (Paddy Equivalent),0.207562991039239
+Mauritius,Ruminants,0.207562991039239
+Mauritius,Starchy Roots,0.207562991039239
+Mauritius,Sugar,0.207562991039239
+Mauritius,WheatBarleyOats,0.207562991039239
+Mexico,FruitVeg,0.162155981868606
+Mexico,MaizeMilletSorghum,0.162155981868606
+Mexico,Monogastrics,0.162155981868606
+Mexico,Oilcrops,0.162155981868606
+Mexico,Pulses,0.162155981868606
+Mexico,Rice (Paddy Equivalent),0.162155981868606
+Mexico,Ruminants,0.162155981868606
+Mexico,Starchy Roots,0.162155981868606
+Mexico,Sugar,0.162155981868606
+Mexico,WheatBarleyOats,0.162155981868606
+Micronesia (Federated States of),FruitVeg,0.207562991039239
+Micronesia (Federated States of),MaizeMilletSorghum,0.207562991039239
+Micronesia (Federated States of),Monogastrics,0.207562991039239
+Micronesia (Federated States of),Oilcrops,0.207562991039239
+Micronesia (Federated States of),Pulses,0.207562991039239
+Micronesia (Federated States of),Rice (Paddy Equivalent),0.207562991039239
+Micronesia (Federated States of),Ruminants,0.207562991039239
+Micronesia (Federated States of),Starchy Roots,0.207562991039239
+Micronesia (Federated States of),Sugar,0.207562991039239
+Micronesia (Federated States of),WheatBarleyOats,0.207562991039239
+Mongolia,FruitVeg,0.207562991039239
+Mongolia,MaizeMilletSorghum,0.207562991039239
+Mongolia,Monogastrics,0.207562991039239
+Mongolia,Oilcrops,0.207562991039239
+Mongolia,Pulses,0.207562991039239
+Mongolia,Rice (Paddy Equivalent),0.207562991039239
+Mongolia,Ruminants,0.207562991039239
+Mongolia,Starchy Roots,0.207562991039239
+Mongolia,Sugar,0.207562991039239
+Mongolia,WheatBarleyOats,0.207562991039239
+Montenegro,FruitVeg,0.207562991039239
+Montenegro,MaizeMilletSorghum,0.207562991039239
+Montenegro,Monogastrics,0.207562991039239
+Montenegro,Oilcrops,0.207562991039239
+Montenegro,Pulses,0.207562991039239
+Montenegro,Rice (Paddy Equivalent),0.207562991039239
+Montenegro,Ruminants,0.207562991039239
+Montenegro,Starchy Roots,0.207562991039239
+Montenegro,Sugar,0.207562991039239
+Montenegro,WheatBarleyOats,0.207562991039239
+Morocco,FruitVeg,0.207562991039239
+Morocco,MaizeMilletSorghum,0.207562991039239
+Morocco,Monogastrics,0.207562991039239
+Morocco,Oilcrops,0.207562991039239
+Morocco,Pulses,0.207562991039239
+Morocco,Rice (Paddy Equivalent),0.207562991039239
+Morocco,Ruminants,0.207562991039239
+Morocco,Starchy Roots,0.207562991039239
+Morocco,Sugar,0.207562991039239
+Morocco,WheatBarleyOats,0.207562991039239
+Mozambique,FruitVeg,0.207562991039239
+Mozambique,MaizeMilletSorghum,0.207562991039239
+Mozambique,Monogastrics,0.207562991039239
+Mozambique,Oilcrops,0.207562991039239
+Mozambique,Pulses,0.207562991039239
+Mozambique,Rice (Paddy Equivalent),0.207562991039239
+Mozambique,Ruminants,0.207562991039239
+Mozambique,Starchy Roots,0.207562991039239
+Mozambique,Sugar,0.207562991039239
+Mozambique,WheatBarleyOats,0.207562991039239
+Myanmar,FruitVeg,0.207562991039239
+Myanmar,MaizeMilletSorghum,0.207562991039239
+Myanmar,Monogastrics,0.207562991039239
+Myanmar,Oilcrops,0.207562991039239
+Myanmar,Pulses,0.207562991039239
+Myanmar,Rice (Paddy Equivalent),0.207562991039239
+Myanmar,Ruminants,0.207562991039239
+Myanmar,Starchy Roots,0.207562991039239
+Myanmar,Sugar,0.207562991039239
+Myanmar,WheatBarleyOats,0.207562991039239
+Namibia,FruitVeg,0.207562991039239
+Namibia,MaizeMilletSorghum,0.207562991039239
+Namibia,Monogastrics,0.207562991039239
+Namibia,Oilcrops,0.207562991039239
+Namibia,Pulses,0.207562991039239
+Namibia,Rice (Paddy Equivalent),0.207562991039239
+Namibia,Ruminants,0.207562991039239
+Namibia,Starchy Roots,0.207562991039239
+Namibia,Sugar,0.207562991039239
+Namibia,WheatBarleyOats,0.207562991039239
+Nepal,FruitVeg,0.207562991039239
+Nepal,MaizeMilletSorghum,0.207562991039239
+Nepal,Monogastrics,0.207562991039239
+Nepal,Oilcrops,0.207562991039239
+Nepal,Pulses,0.207562991039239
+Nepal,Rice (Paddy Equivalent),0.207562991039239
+Nepal,Ruminants,0.207562991039239
+Nepal,Starchy Roots,0.207562991039239
+Nepal,Sugar,0.207562991039239
+Nepal,WheatBarleyOats,0.207562991039239
+Netherlands,FruitVeg,0.112056970911359
+Netherlands,MaizeMilletSorghum,0.112056970911359
+Netherlands,Monogastrics,0.112056970911359
+Netherlands,Oilcrops,0.112056970911359
+Netherlands,Pulses,0.112056970911359
+Netherlands,Rice (Paddy Equivalent),0.112056970911359
+Netherlands,Ruminants,0.112056970911359
+Netherlands,Starchy Roots,0.112056970911359
+Netherlands,Sugar,0.112056970911359
+Netherlands,WheatBarleyOats,0.112056970911359
+New Caledonia,FruitVeg,0.207562991039239
+New Caledonia,MaizeMilletSorghum,0.207562991039239
+New Caledonia,Monogastrics,0.207562991039239
+New Caledonia,Oilcrops,0.207562991039239
+New Caledonia,Pulses,0.207562991039239
+New Caledonia,Rice (Paddy Equivalent),0.207562991039239
+New Caledonia,Ruminants,0.207562991039239
+New Caledonia,Starchy Roots,0.207562991039239
+New Caledonia,Sugar,0.207562991039239
+New Caledonia,WheatBarleyOats,0.207562991039239
+New Zealand,FruitVeg,0.0645442213852613
+New Zealand,MaizeMilletSorghum,0.0645442213852613
+New Zealand,Monogastrics,0.0645442213852613
+New Zealand,Oilcrops,0.0645442213852613
+New Zealand,Pulses,0.0645442213852613
+New Zealand,Rice (Paddy Equivalent),0.0645442213852613
+New Zealand,Ruminants,0.0645442213852613
+New Zealand,Starchy Roots,0.0645442213852613
+New Zealand,Sugar,0.0645442213852613
+New Zealand,WheatBarleyOats,0.0645442213852613
+Nicaragua,FruitVeg,0.207562991039239
+Nicaragua,MaizeMilletSorghum,0.207562991039239
+Nicaragua,Monogastrics,0.207562991039239
+Nicaragua,Oilcrops,0.207562991039239
+Nicaragua,Pulses,0.207562991039239
+Nicaragua,Rice (Paddy Equivalent),0.207562991039239
+Nicaragua,Ruminants,0.207562991039239
+Nicaragua,Starchy Roots,0.207562991039239
+Nicaragua,Sugar,0.207562991039239
+Nicaragua,WheatBarleyOats,0.207562991039239
+Niger,FruitVeg,0.207562991039239
+Niger,MaizeMilletSorghum,0.207562991039239
+Niger,Monogastrics,0.207562991039239
+Niger,Oilcrops,0.207562991039239
+Niger,Pulses,0.207562991039239
+Niger,Rice (Paddy Equivalent),0.207562991039239
+Niger,Ruminants,0.207562991039239
+Niger,Starchy Roots,0.207562991039239
+Niger,Sugar,0.207562991039239
+Niger,WheatBarleyOats,0.207562991039239
+Nigeria,FruitVeg,0.207562991039239
+Nigeria,MaizeMilletSorghum,0.207562991039239
+Nigeria,Monogastrics,0.207562991039239
+Nigeria,Oilcrops,0.207562991039239
+Nigeria,Pulses,0.207562991039239
+Nigeria,Rice (Paddy Equivalent),0.207562991039239
+Nigeria,Ruminants,0.207562991039239
+Nigeria,Starchy Roots,0.207562991039239
+Nigeria,Sugar,0.207562991039239
+Nigeria,WheatBarleyOats,0.207562991039239
+Norway,FruitVeg,0.244523079056479
+Norway,MaizeMilletSorghum,0.244523079056479
+Norway,Monogastrics,0.244523079056479
+Norway,Oilcrops,0.244523079056479
+Norway,Pulses,0.244523079056479
+Norway,Rice (Paddy Equivalent),0.244523079056479
+Norway,Ruminants,0.244523079056479
+Norway,Starchy Roots,0.244523079056479
+Norway,Sugar,0.244523079056479
+Norway,WheatBarleyOats,0.244523079056479
+Oman,FruitVeg,0.207562991039239
+Oman,MaizeMilletSorghum,0.207562991039239
+Oman,Monogastrics,0.207562991039239
+Oman,Oilcrops,0.207562991039239
+Oman,Pulses,0.207562991039239
+Oman,Rice (Paddy Equivalent),0.207562991039239
+Oman,Ruminants,0.207562991039239
+Oman,Starchy Roots,0.207562991039239
+Oman,Sugar,0.207562991039239
+Oman,WheatBarleyOats,0.207562991039239
+Pakistan,FruitVeg,0.207562991039239
+Pakistan,MaizeMilletSorghum,0.207562991039239
+Pakistan,Monogastrics,0.207562991039239
+Pakistan,Oilcrops,0.207562991039239
+Pakistan,Pulses,0.207562991039239
+Pakistan,Rice (Paddy Equivalent),0.207562991039239
+Pakistan,Ruminants,0.207562991039239
+Pakistan,Starchy Roots,0.207562991039239
+Pakistan,Sugar,0.207562991039239
+Pakistan,WheatBarleyOats,0.207562991039239
+Palau,FruitVeg,0.207562991039239
+Palau,MaizeMilletSorghum,0.207562991039239
+Palau,Monogastrics,0.207562991039239
+Palau,Oilcrops,0.207562991039239
+Palau,Pulses,0.207562991039239
+Palau,Rice (Paddy Equivalent),0.207562991039239
+Palau,Ruminants,0.207562991039239
+Palau,Starchy Roots,0.207562991039239
+Palau,Sugar,0.207562991039239
+Palau,WheatBarleyOats,0.207562991039239
+Panama,FruitVeg,0.207562991039239
+Panama,MaizeMilletSorghum,0.207562991039239
+Panama,Monogastrics,0.207562991039239
+Panama,Oilcrops,0.207562991039239
+Panama,Pulses,0.207562991039239
+Panama,Rice (Paddy Equivalent),0.207562991039239
+Panama,Ruminants,0.207562991039239
+Panama,Starchy Roots,0.207562991039239
+Panama,Sugar,0.207562991039239
+Panama,WheatBarleyOats,0.207562991039239
+Papua New Guinea,FruitVeg,0.207562991039239
+Papua New Guinea,MaizeMilletSorghum,0.207562991039239
+Papua New Guinea,Monogastrics,0.207562991039239
+Papua New Guinea,Oilcrops,0.207562991039239
+Papua New Guinea,Pulses,0.207562991039239
+Papua New Guinea,Rice (Paddy Equivalent),0.207562991039239
+Papua New Guinea,Ruminants,0.207562991039239
+Papua New Guinea,Starchy Roots,0.207562991039239
+Papua New Guinea,Sugar,0.207562991039239
+Papua New Guinea,WheatBarleyOats,0.207562991039239
+Paraguay,FruitVeg,0.207562991039239
+Paraguay,MaizeMilletSorghum,0.207562991039239
+Paraguay,Monogastrics,0.207562991039239
+Paraguay,Oilcrops,0.207562991039239
+Paraguay,Pulses,0.207562991039239
+Paraguay,Rice (Paddy Equivalent),0.207562991039239
+Paraguay,Ruminants,0.207562991039239
+Paraguay,Starchy Roots,0.207562991039239
+Paraguay,Sugar,0.207562991039239
+Paraguay,WheatBarleyOats,0.207562991039239
+Peru,FruitVeg,0.207562991039239
+Peru,MaizeMilletSorghum,0.207562991039239
+Peru,Monogastrics,0.207562991039239
+Peru,Oilcrops,0.207562991039239
+Peru,Pulses,0.207562991039239
+Peru,Rice (Paddy Equivalent),0.207562991039239
+Peru,Ruminants,0.207562991039239
+Peru,Starchy Roots,0.207562991039239
+Peru,Sugar,0.207562991039239
+Peru,WheatBarleyOats,0.207562991039239
+Philippines,FruitVeg,0.207562991039239
+Philippines,MaizeMilletSorghum,0.207562991039239
+Philippines,Monogastrics,0.207562991039239
+Philippines,Oilcrops,0.207562991039239
+Philippines,Pulses,0.207562991039239
+Philippines,Rice (Paddy Equivalent),0.207562991039239
+Philippines,Ruminants,0.207562991039239
+Philippines,Starchy Roots,0.207562991039239
+Philippines,Sugar,0.207562991039239
+Philippines,WheatBarleyOats,0.207562991039239
+Poland,FruitVeg,0.112056970911359
+Poland,MaizeMilletSorghum,0.112056970911359
+Poland,Monogastrics,0.112056970911359
+Poland,Oilcrops,0.112056970911359
+Poland,Pulses,0.112056970911359
+Poland,Rice (Paddy Equivalent),0.112056970911359
+Poland,Ruminants,0.112056970911359
+Poland,Starchy Roots,0.112056970911359
+Poland,Sugar,0.112056970911359
+Poland,WheatBarleyOats,0.112056970911359
+Portugal,FruitVeg,0.112056970911359
+Portugal,MaizeMilletSorghum,0.112056970911359
+Portugal,Monogastrics,0.112056970911359
+Portugal,Oilcrops,0.112056970911359
+Portugal,Pulses,0.112056970911359
+Portugal,Rice (Paddy Equivalent),0.112056970911359
+Portugal,Ruminants,0.112056970911359
+Portugal,Starchy Roots,0.112056970911359
+Portugal,Sugar,0.112056970911359
+Portugal,WheatBarleyOats,0.112056970911359
+Puerto Rico,FruitVeg,0.207562991039239
+Puerto Rico,MaizeMilletSorghum,0.207562991039239
+Puerto Rico,Monogastrics,0.207562991039239
+Puerto Rico,Oilcrops,0.207562991039239
+Puerto Rico,Pulses,0.207562991039239
+Puerto Rico,Rice (Paddy Equivalent),0.207562991039239
+Puerto Rico,Ruminants,0.207562991039239
+Puerto Rico,Starchy Roots,0.207562991039239
+Puerto Rico,Sugar,0.207562991039239
+Puerto Rico,WheatBarleyOats,0.207562991039239
+Qatar,FruitVeg,0.207562991039239
+Qatar,MaizeMilletSorghum,0.207562991039239
+Qatar,Monogastrics,0.207562991039239
+Qatar,Oilcrops,0.207562991039239
+Qatar,Pulses,0.207562991039239
+Qatar,Rice (Paddy Equivalent),0.207562991039239
+Qatar,Ruminants,0.207562991039239
+Qatar,Starchy Roots,0.207562991039239
+Qatar,Sugar,0.207562991039239
+Qatar,WheatBarleyOats,0.207562991039239
+Republic of Korea,FruitVeg,0.244523079056479
+Republic of Korea,MaizeMilletSorghum,0.244523079056479
+Republic of Korea,Monogastrics,0.244523079056479
+Republic of Korea,Oilcrops,0.244523079056479
+Republic of Korea,Pulses,0.244523079056479
+Republic of Korea,Rice (Paddy Equivalent),0.244523079056479
+Republic of Korea,Ruminants,0.244523079056479
+Republic of Korea,Starchy Roots,0.244523079056479
+Republic of Korea,Sugar,0.244523079056479
+Republic of Korea,WheatBarleyOats,0.244523079056479
+Republic of Moldova,FruitVeg,0.207562991039239
+Republic of Moldova,MaizeMilletSorghum,0.207562991039239
+Republic of Moldova,Monogastrics,0.207562991039239
+Republic of Moldova,Oilcrops,0.207562991039239
+Republic of Moldova,Pulses,0.207562991039239
+Republic of Moldova,Rice (Paddy Equivalent),0.207562991039239
+Republic of Moldova,Ruminants,0.207562991039239
+Republic of Moldova,Starchy Roots,0.207562991039239
+Republic of Moldova,Sugar,0.207562991039239
+Republic of Moldova,WheatBarleyOats,0.207562991039239
+Romania,FruitVeg,0.112056970911359
+Romania,MaizeMilletSorghum,0.112056970911359
+Romania,Monogastrics,0.112056970911359
+Romania,Oilcrops,0.112056970911359
+Romania,Pulses,0.112056970911359
+Romania,Rice (Paddy Equivalent),0.112056970911359
+Romania,Ruminants,0.112056970911359
+Romania,Starchy Roots,0.112056970911359
+Romania,Sugar,0.112056970911359
+Romania,WheatBarleyOats,0.112056970911359
+Russian Federation,FruitVeg,0.198512674910563
+Russian Federation,MaizeMilletSorghum,0.198512674910563
+Russian Federation,Monogastrics,0.198512674910563
+Russian Federation,Oilcrops,0.198512674910563
+Russian Federation,Pulses,0.198512674910563
+Russian Federation,Rice (Paddy Equivalent),0.198512674910563
+Russian Federation,Ruminants,0.198512674910563
+Russian Federation,Starchy Roots,0.198512674910563
+Russian Federation,Sugar,0.198512674910563
+Russian Federation,WheatBarleyOats,0.198512674910563
+Rwanda,FruitVeg,0.207562991039239
+Rwanda,MaizeMilletSorghum,0.207562991039239
+Rwanda,Monogastrics,0.207562991039239
+Rwanda,Oilcrops,0.207562991039239
+Rwanda,Pulses,0.207562991039239
+Rwanda,Rice (Paddy Equivalent),0.207562991039239
+Rwanda,Ruminants,0.207562991039239
+Rwanda,Starchy Roots,0.207562991039239
+Rwanda,Sugar,0.207562991039239
+Rwanda,WheatBarleyOats,0.207562991039239
+Saint Kitts and Nevis,FruitVeg,0.207562991039239
+Saint Kitts and Nevis,MaizeMilletSorghum,0.207562991039239
+Saint Kitts and Nevis,Monogastrics,0.207562991039239
+Saint Kitts and Nevis,Oilcrops,0.207562991039239
+Saint Kitts and Nevis,Pulses,0.207562991039239
+Saint Kitts and Nevis,Rice (Paddy Equivalent),0.207562991039239
+Saint Kitts and Nevis,Ruminants,0.207562991039239
+Saint Kitts and Nevis,Starchy Roots,0.207562991039239
+Saint Kitts and Nevis,Sugar,0.207562991039239
+Saint Kitts and Nevis,WheatBarleyOats,0.207562991039239
+Saint Lucia,FruitVeg,0.207562991039239
+Saint Lucia,MaizeMilletSorghum,0.207562991039239
+Saint Lucia,Monogastrics,0.207562991039239
+Saint Lucia,Oilcrops,0.207562991039239
+Saint Lucia,Pulses,0.207562991039239
+Saint Lucia,Rice (Paddy Equivalent),0.207562991039239
+Saint Lucia,Ruminants,0.207562991039239
+Saint Lucia,Starchy Roots,0.207562991039239
+Saint Lucia,Sugar,0.207562991039239
+Saint Lucia,WheatBarleyOats,0.207562991039239
+Saint Vincent and the Grenadines,FruitVeg,0.207562991039239
+Saint Vincent and the Grenadines,MaizeMilletSorghum,0.207562991039239
+Saint Vincent and the Grenadines,Monogastrics,0.207562991039239
+Saint Vincent and the Grenadines,Oilcrops,0.207562991039239
+Saint Vincent and the Grenadines,Pulses,0.207562991039239
+Saint Vincent and the Grenadines,Rice (Paddy Equivalent),0.207562991039239
+Saint Vincent and the Grenadines,Ruminants,0.207562991039239
+Saint Vincent and the Grenadines,Starchy Roots,0.207562991039239
+Saint Vincent and the Grenadines,Sugar,0.207562991039239
+Saint Vincent and the Grenadines,WheatBarleyOats,0.207562991039239
+Samoa,FruitVeg,0.207562991039239
+Samoa,MaizeMilletSorghum,0.207562991039239
+Samoa,Monogastrics,0.207562991039239
+Samoa,Oilcrops,0.207562991039239
+Samoa,Pulses,0.207562991039239
+Samoa,Rice (Paddy Equivalent),0.207562991039239
+Samoa,Ruminants,0.207562991039239
+Samoa,Starchy Roots,0.207562991039239
+Samoa,Sugar,0.207562991039239
+Samoa,WheatBarleyOats,0.207562991039239
+Sao Tome and Principe,FruitVeg,0.207562991039239
+Sao Tome and Principe,MaizeMilletSorghum,0.207562991039239
+Sao Tome and Principe,Monogastrics,0.207562991039239
+Sao Tome and Principe,Oilcrops,0.207562991039239
+Sao Tome and Principe,Pulses,0.207562991039239
+Sao Tome and Principe,Rice (Paddy Equivalent),0.207562991039239
+Sao Tome and Principe,Ruminants,0.207562991039239
+Sao Tome and Principe,Starchy Roots,0.207562991039239
+Sao Tome and Principe,Sugar,0.207562991039239
+Sao Tome and Principe,WheatBarleyOats,0.207562991039239
+Saudi Arabia,FruitVeg,0.207562991039239
+Saudi Arabia,MaizeMilletSorghum,0.207562991039239
+Saudi Arabia,Monogastrics,0.207562991039239
+Saudi Arabia,Oilcrops,0.207562991039239
+Saudi Arabia,Pulses,0.207562991039239
+Saudi Arabia,Rice (Paddy Equivalent),0.207562991039239
+Saudi Arabia,Ruminants,0.207562991039239
+Saudi Arabia,Starchy Roots,0.207562991039239
+Saudi Arabia,Sugar,0.207562991039239
+Saudi Arabia,WheatBarleyOats,0.207562991039239
+Senegal,FruitVeg,0.207562991039239
+Senegal,MaizeMilletSorghum,0.207562991039239
+Senegal,Monogastrics,0.207562991039239
+Senegal,Oilcrops,0.207562991039239
+Senegal,Pulses,0.207562991039239
+Senegal,Rice (Paddy Equivalent),0.207562991039239
+Senegal,Ruminants,0.207562991039239
+Senegal,Starchy Roots,0.207562991039239
+Senegal,Sugar,0.207562991039239
+Senegal,WheatBarleyOats,0.207562991039239
+Serbia,FruitVeg,0.207562991039239
+Serbia,MaizeMilletSorghum,0.207562991039239
+Serbia,Monogastrics,0.207562991039239
+Serbia,Oilcrops,0.207562991039239
+Serbia,Pulses,0.207562991039239
+Serbia,Rice (Paddy Equivalent),0.207562991039239
+Serbia,Ruminants,0.207562991039239
+Serbia,Starchy Roots,0.207562991039239
+Serbia,Sugar,0.207562991039239
+Serbia,WheatBarleyOats,0.207562991039239
+Sierra Leone,FruitVeg,0.207562991039239
+Sierra Leone,MaizeMilletSorghum,0.207562991039239
+Sierra Leone,Monogastrics,0.207562991039239
+Sierra Leone,Oilcrops,0.207562991039239
+Sierra Leone,Pulses,0.207562991039239
+Sierra Leone,Rice (Paddy Equivalent),0.207562991039239
+Sierra Leone,Ruminants,0.207562991039239
+Sierra Leone,Starchy Roots,0.207562991039239
+Sierra Leone,Sugar,0.207562991039239
+Sierra Leone,WheatBarleyOats,0.207562991039239
+Singapore,FruitVeg,0.207562991039239
+Singapore,MaizeMilletSorghum,0.207562991039239
+Singapore,Monogastrics,0.207562991039239
+Singapore,Oilcrops,0.207562991039239
+Singapore,Pulses,0.207562991039239
+Singapore,Rice (Paddy Equivalent),0.207562991039239
+Singapore,Ruminants,0.207562991039239
+Singapore,Starchy Roots,0.207562991039239
+Singapore,Sugar,0.207562991039239
+Singapore,WheatBarleyOats,0.207562991039239
+Slovakia,FruitVeg,0.112056970911359
+Slovakia,MaizeMilletSorghum,0.112056970911359
+Slovakia,Monogastrics,0.112056970911359
+Slovakia,Oilcrops,0.112056970911359
+Slovakia,Pulses,0.112056970911359
+Slovakia,Rice (Paddy Equivalent),0.112056970911359
+Slovakia,Ruminants,0.112056970911359
+Slovakia,Starchy Roots,0.112056970911359
+Slovakia,Sugar,0.112056970911359
+Slovakia,WheatBarleyOats,0.112056970911359
+Slovenia,FruitVeg,0.112056970911359
+Slovenia,MaizeMilletSorghum,0.112056970911359
+Slovenia,Monogastrics,0.112056970911359
+Slovenia,Oilcrops,0.112056970911359
+Slovenia,Pulses,0.112056970911359
+Slovenia,Rice (Paddy Equivalent),0.112056970911359
+Slovenia,Ruminants,0.112056970911359
+Slovenia,Starchy Roots,0.112056970911359
+Slovenia,Sugar,0.112056970911359
+Slovenia,WheatBarleyOats,0.112056970911359
+Solomon Islands,FruitVeg,0.207562991039239
+Solomon Islands,MaizeMilletSorghum,0.207562991039239
+Solomon Islands,Monogastrics,0.207562991039239
+Solomon Islands,Oilcrops,0.207562991039239
+Solomon Islands,Pulses,0.207562991039239
+Solomon Islands,Rice (Paddy Equivalent),0.207562991039239
+Solomon Islands,Ruminants,0.207562991039239
+Solomon Islands,Starchy Roots,0.207562991039239
+Solomon Islands,Sugar,0.207562991039239
+Solomon Islands,WheatBarleyOats,0.207562991039239
+Somalia,FruitVeg,0.207562991039239
+Somalia,MaizeMilletSorghum,0.207562991039239
+Somalia,Monogastrics,0.207562991039239
+Somalia,Oilcrops,0.207562991039239
+Somalia,Pulses,0.207562991039239
+Somalia,Rice (Paddy Equivalent),0.207562991039239
+Somalia,Ruminants,0.207562991039239
+Somalia,Starchy Roots,0.207562991039239
+Somalia,Sugar,0.207562991039239
+Somalia,WheatBarleyOats,0.207562991039239
+South Africa,FruitVeg,0.0348754119090886
+South Africa,MaizeMilletSorghum,0.0348754119090886
+South Africa,Monogastrics,0.0348754119090886
+South Africa,Oilcrops,0.0348754119090886
+South Africa,Pulses,0.0348754119090886
+South Africa,Rice (Paddy Equivalent),0.0348754119090886
+South Africa,Ruminants,0.0348754119090886
+South Africa,Starchy Roots,0.0348754119090886
+South Africa,Sugar,0.0348754119090886
+South Africa,WheatBarleyOats,0.0348754119090886
+South Sudan,FruitVeg,0.207562991039239
+South Sudan,MaizeMilletSorghum,0.207562991039239
+South Sudan,Monogastrics,0.207562991039239
+South Sudan,Oilcrops,0.207562991039239
+South Sudan,Pulses,0.207562991039239
+South Sudan,Rice (Paddy Equivalent),0.207562991039239
+South Sudan,Ruminants,0.207562991039239
+South Sudan,Starchy Roots,0.207562991039239
+South Sudan,Sugar,0.207562991039239
+South Sudan,WheatBarleyOats,0.207562991039239
+Spain,FruitVeg,0.112056970911359
+Spain,MaizeMilletSorghum,0.112056970911359
+Spain,Monogastrics,0.112056970911359
+Spain,Oilcrops,0.112056970911359
+Spain,Pulses,0.112056970911359
+Spain,Rice (Paddy Equivalent),0.112056970911359
+Spain,Ruminants,0.112056970911359
+Spain,Starchy Roots,0.112056970911359
+Spain,Sugar,0.112056970911359
+Spain,WheatBarleyOats,0.112056970911359
+Sri Lanka,FruitVeg,0.207562991039239
+Sri Lanka,MaizeMilletSorghum,0.207562991039239
+Sri Lanka,Monogastrics,0.207562991039239
+Sri Lanka,Oilcrops,0.207562991039239
+Sri Lanka,Pulses,0.207562991039239
+Sri Lanka,Rice (Paddy Equivalent),0.207562991039239
+Sri Lanka,Ruminants,0.207562991039239
+Sri Lanka,Starchy Roots,0.207562991039239
+Sri Lanka,Sugar,0.207562991039239
+Sri Lanka,WheatBarleyOats,0.207562991039239
+Sudan,FruitVeg,0.207562991039239
+Sudan,MaizeMilletSorghum,0.207562991039239
+Sudan,Monogastrics,0.207562991039239
+Sudan,Oilcrops,0.207562991039239
+Sudan,Pulses,0.207562991039239
+Sudan,Rice (Paddy Equivalent),0.207562991039239
+Sudan,Ruminants,0.207562991039239
+Sudan,Starchy Roots,0.207562991039239
+Sudan,Sugar,0.207562991039239
+Sudan,WheatBarleyOats,0.207562991039239
+Suriname,FruitVeg,0.207562991039239
+Suriname,MaizeMilletSorghum,0.207562991039239
+Suriname,Monogastrics,0.207562991039239
+Suriname,Oilcrops,0.207562991039239
+Suriname,Pulses,0.207562991039239
+Suriname,Rice (Paddy Equivalent),0.207562991039239
+Suriname,Ruminants,0.207562991039239
+Suriname,Starchy Roots,0.207562991039239
+Suriname,Sugar,0.207562991039239
+Suriname,WheatBarleyOats,0.207562991039239
+Swaziland,FruitVeg,0.207562991039239
+Swaziland,MaizeMilletSorghum,0.207562991039239
+Swaziland,Monogastrics,0.207562991039239
+Swaziland,Oilcrops,0.207562991039239
+Swaziland,Pulses,0.207562991039239
+Swaziland,Rice (Paddy Equivalent),0.207562991039239
+Swaziland,Ruminants,0.207562991039239
+Swaziland,Starchy Roots,0.207562991039239
+Swaziland,Sugar,0.207562991039239
+Swaziland,WheatBarleyOats,0.207562991039239
+Sweden,FruitVeg,0.112056970911359
+Sweden,MaizeMilletSorghum,0.112056970911359
+Sweden,Monogastrics,0.112056970911359
+Sweden,Oilcrops,0.112056970911359
+Sweden,Pulses,0.112056970911359
+Sweden,Rice (Paddy Equivalent),0.112056970911359
+Sweden,Ruminants,0.112056970911359
+Sweden,Starchy Roots,0.112056970911359
+Sweden,Sugar,0.112056970911359
+Sweden,WheatBarleyOats,0.112056970911359
+Switzerland,FruitVeg,0.244523079056479
+Switzerland,MaizeMilletSorghum,0.244523079056479
+Switzerland,Monogastrics,0.244523079056479
+Switzerland,Oilcrops,0.244523079056479
+Switzerland,Pulses,0.244523079056479
+Switzerland,Rice (Paddy Equivalent),0.244523079056479
+Switzerland,Ruminants,0.244523079056479
+Switzerland,Starchy Roots,0.244523079056479
+Switzerland,Sugar,0.244523079056479
+Switzerland,WheatBarleyOats,0.244523079056479
+Tajikistan,FruitVeg,0.207562991039239
+Tajikistan,MaizeMilletSorghum,0.207562991039239
+Tajikistan,Monogastrics,0.207562991039239
+Tajikistan,Oilcrops,0.207562991039239
+Tajikistan,Pulses,0.207562991039239
+Tajikistan,Rice (Paddy Equivalent),0.207562991039239
+Tajikistan,Ruminants,0.207562991039239
+Tajikistan,Starchy Roots,0.207562991039239
+Tajikistan,Sugar,0.207562991039239
+Tajikistan,WheatBarleyOats,0.207562991039239
+Thailand,FruitVeg,0.207562991039239
+Thailand,MaizeMilletSorghum,0.207562991039239
+Thailand,Monogastrics,0.207562991039239
+Thailand,Oilcrops,0.207562991039239
+Thailand,Pulses,0.207562991039239
+Thailand,Rice (Paddy Equivalent),0.207562991039239
+Thailand,Ruminants,0.207562991039239
+Thailand,Starchy Roots,0.207562991039239
+Thailand,Sugar,0.207562991039239
+Thailand,WheatBarleyOats,0.207562991039239
+The former Yugoslav Republic of Macedonia,FruitVeg,0.207562991039239
+The former Yugoslav Republic of Macedonia,MaizeMilletSorghum,0.207562991039239
+The former Yugoslav Republic of Macedonia,Monogastrics,0.207562991039239
+The former Yugoslav Republic of Macedonia,Oilcrops,0.207562991039239
+The former Yugoslav Republic of Macedonia,Pulses,0.207562991039239
+The former Yugoslav Republic of Macedonia,Rice (Paddy Equivalent),0.207562991039239
+The former Yugoslav Republic of Macedonia,Ruminants,0.207562991039239
+The former Yugoslav Republic of Macedonia,Starchy Roots,0.207562991039239
+The former Yugoslav Republic of Macedonia,Sugar,0.207562991039239
+The former Yugoslav Republic of Macedonia,WheatBarleyOats,0.207562991039239
+Togo,FruitVeg,0.207562991039239
+Togo,MaizeMilletSorghum,0.207562991039239
+Togo,Monogastrics,0.207562991039239
+Togo,Oilcrops,0.207562991039239
+Togo,Pulses,0.207562991039239
+Togo,Rice (Paddy Equivalent),0.207562991039239
+Togo,Ruminants,0.207562991039239
+Togo,Starchy Roots,0.207562991039239
+Togo,Sugar,0.207562991039239
+Togo,WheatBarleyOats,0.207562991039239
+Tonga,FruitVeg,0.207562991039239
+Tonga,MaizeMilletSorghum,0.207562991039239
+Tonga,Monogastrics,0.207562991039239
+Tonga,Oilcrops,0.207562991039239
+Tonga,Pulses,0.207562991039239
+Tonga,Rice (Paddy Equivalent),0.207562991039239
+Tonga,Ruminants,0.207562991039239
+Tonga,Starchy Roots,0.207562991039239
+Tonga,Sugar,0.207562991039239
+Tonga,WheatBarleyOats,0.207562991039239
+Trinidad and Tobago,FruitVeg,0.207562991039239
+Trinidad and Tobago,MaizeMilletSorghum,0.207562991039239
+Trinidad and Tobago,Monogastrics,0.207562991039239
+Trinidad and Tobago,Oilcrops,0.207562991039239
+Trinidad and Tobago,Pulses,0.207562991039239
+Trinidad and Tobago,Rice (Paddy Equivalent),0.207562991039239
+Trinidad and Tobago,Ruminants,0.207562991039239
+Trinidad and Tobago,Starchy Roots,0.207562991039239
+Trinidad and Tobago,Sugar,0.207562991039239
+Trinidad and Tobago,WheatBarleyOats,0.207562991039239
+Tunisia,FruitVeg,0.207562991039239
+Tunisia,MaizeMilletSorghum,0.207562991039239
+Tunisia,Monogastrics,0.207562991039239
+Tunisia,Oilcrops,0.207562991039239
+Tunisia,Pulses,0.207562991039239
+Tunisia,Rice (Paddy Equivalent),0.207562991039239
+Tunisia,Ruminants,0.207562991039239
+Tunisia,Starchy Roots,0.207562991039239
+Tunisia,Sugar,0.207562991039239
+Tunisia,WheatBarleyOats,0.207562991039239
+Turkey,FruitVeg,0.244523079056479
+Turkey,MaizeMilletSorghum,0.244523079056479
+Turkey,Monogastrics,0.244523079056479
+Turkey,Oilcrops,0.244523079056479
+Turkey,Pulses,0.244523079056479
+Turkey,Rice (Paddy Equivalent),0.244523079056479
+Turkey,Ruminants,0.244523079056479
+Turkey,Starchy Roots,0.244523079056479
+Turkey,Sugar,0.244523079056479
+Turkey,WheatBarleyOats,0.244523079056479
+Turkmenistan,FruitVeg,0.207562991039239
+Turkmenistan,MaizeMilletSorghum,0.207562991039239
+Turkmenistan,Monogastrics,0.207562991039239
+Turkmenistan,Oilcrops,0.207562991039239
+Turkmenistan,Pulses,0.207562991039239
+Turkmenistan,Rice (Paddy Equivalent),0.207562991039239
+Turkmenistan,Ruminants,0.207562991039239
+Turkmenistan,Starchy Roots,0.207562991039239
+Turkmenistan,Sugar,0.207562991039239
+Turkmenistan,WheatBarleyOats,0.207562991039239
+Tuvalu,FruitVeg,0.207562991039239
+Tuvalu,MaizeMilletSorghum,0.207562991039239
+Tuvalu,Monogastrics,0.207562991039239
+Tuvalu,Oilcrops,0.207562991039239
+Tuvalu,Pulses,0.207562991039239
+Tuvalu,Rice (Paddy Equivalent),0.207562991039239
+Tuvalu,Ruminants,0.207562991039239
+Tuvalu,Starchy Roots,0.207562991039239
+Tuvalu,Sugar,0.207562991039239
+Tuvalu,WheatBarleyOats,0.207562991039239
+Uganda,FruitVeg,0.207562991039239
+Uganda,MaizeMilletSorghum,0.207562991039239
+Uganda,Monogastrics,0.207562991039239
+Uganda,Oilcrops,0.207562991039239
+Uganda,Pulses,0.207562991039239
+Uganda,Rice (Paddy Equivalent),0.207562991039239
+Uganda,Ruminants,0.207562991039239
+Uganda,Starchy Roots,0.207562991039239
+Uganda,Sugar,0.207562991039239
+Uganda,WheatBarleyOats,0.207562991039239
+Ukraine,FruitVeg,0.207562991039239
+Ukraine,MaizeMilletSorghum,0.207562991039239
+Ukraine,Monogastrics,0.207562991039239
+Ukraine,Oilcrops,0.207562991039239
+Ukraine,Pulses,0.207562991039239
+Ukraine,Rice (Paddy Equivalent),0.207562991039239
+Ukraine,Ruminants,0.207562991039239
+Ukraine,Starchy Roots,0.207562991039239
+Ukraine,Sugar,0.207562991039239
+Ukraine,WheatBarleyOats,0.207562991039239
+United Arab Emirates,FruitVeg,0.207562991039239
+United Arab Emirates,MaizeMilletSorghum,0.207562991039239
+United Arab Emirates,Monogastrics,0.207562991039239
+United Arab Emirates,Oilcrops,0.207562991039239
+United Arab Emirates,Pulses,0.207562991039239
+United Arab Emirates,Rice (Paddy Equivalent),0.207562991039239
+United Arab Emirates,Ruminants,0.207562991039239
+United Arab Emirates,Starchy Roots,0.207562991039239
+United Arab Emirates,Sugar,0.207562991039239
+United Arab Emirates,WheatBarleyOats,0.207562991039239
+United Kingdom,FruitVeg,0.112056970911359
+United Kingdom,MaizeMilletSorghum,0.112056970911359
+United Kingdom,Monogastrics,0.112056970911359
+United Kingdom,Oilcrops,0.112056970911359
+United Kingdom,Pulses,0.112056970911359
+United Kingdom,Rice (Paddy Equivalent),0.112056970911359
+United Kingdom,Ruminants,0.112056970911359
+United Kingdom,Starchy Roots,0.112056970911359
+United Kingdom,Sugar,0.112056970911359
+United Kingdom,WheatBarleyOats,0.112056970911359
+United Republic of Tanzania,FruitVeg,0.207562991039239
+United Republic of Tanzania,MaizeMilletSorghum,0.207562991039239
+United Republic of Tanzania,Monogastrics,0.207562991039239
+United Republic of Tanzania,Oilcrops,0.207562991039239
+United Republic of Tanzania,Pulses,0.207562991039239
+United Republic of Tanzania,Rice (Paddy Equivalent),0.207562991039239
+United Republic of Tanzania,Ruminants,0.207562991039239
+United Republic of Tanzania,Starchy Roots,0.207562991039239
+United Republic of Tanzania,Sugar,0.207562991039239
+United Republic of Tanzania,WheatBarleyOats,0.207562991039239
+United States of America,FruitVeg,0.204476614113542
+United States of America,MaizeMilletSorghum,0.204476614113542
+United States of America,Monogastrics,0.204476614113542
+United States of America,Oilcrops,0.204476614113542
+United States of America,Pulses,0.204476614113542
+United States of America,Rice (Paddy Equivalent),0.204476614113542
+United States of America,Ruminants,0.204476614113542
+United States of America,Starchy Roots,0.204476614113542
+United States of America,Sugar,0.204476614113542
+United States of America,WheatBarleyOats,0.204476614113542
+Uruguay,FruitVeg,0.207562991039239
+Uruguay,MaizeMilletSorghum,0.207562991039239
+Uruguay,Monogastrics,0.207562991039239
+Uruguay,Oilcrops,0.207562991039239
+Uruguay,Pulses,0.207562991039239
+Uruguay,Rice (Paddy Equivalent),0.207562991039239
+Uruguay,Ruminants,0.207562991039239
+Uruguay,Starchy Roots,0.207562991039239
+Uruguay,Sugar,0.207562991039239
+Uruguay,WheatBarleyOats,0.207562991039239
+Uzbekistan,FruitVeg,0.207562991039239
+Uzbekistan,MaizeMilletSorghum,0.207562991039239
+Uzbekistan,Monogastrics,0.207562991039239
+Uzbekistan,Oilcrops,0.207562991039239
+Uzbekistan,Pulses,0.207562991039239
+Uzbekistan,Rice (Paddy Equivalent),0.207562991039239
+Uzbekistan,Ruminants,0.207562991039239
+Uzbekistan,Starchy Roots,0.207562991039239
+Uzbekistan,Sugar,0.207562991039239
+Uzbekistan,WheatBarleyOats,0.207562991039239
+Vanuatu,FruitVeg,0.207562991039239
+Vanuatu,MaizeMilletSorghum,0.207562991039239
+Vanuatu,Monogastrics,0.207562991039239
+Vanuatu,Oilcrops,0.207562991039239
+Vanuatu,Pulses,0.207562991039239
+Vanuatu,Rice (Paddy Equivalent),0.207562991039239
+Vanuatu,Ruminants,0.207562991039239
+Vanuatu,Starchy Roots,0.207562991039239
+Vanuatu,Sugar,0.207562991039239
+Vanuatu,WheatBarleyOats,0.207562991039239
+Venezuela (Bolivarian Republic of),FruitVeg,0.207562991039239
+Venezuela (Bolivarian Republic of),MaizeMilletSorghum,0.207562991039239
+Venezuela (Bolivarian Republic of),Monogastrics,0.207562991039239
+Venezuela (Bolivarian Republic of),Oilcrops,0.207562991039239
+Venezuela (Bolivarian Republic of),Pulses,0.207562991039239
+Venezuela (Bolivarian Republic of),Rice (Paddy Equivalent),0.207562991039239
+Venezuela (Bolivarian Republic of),Ruminants,0.207562991039239
+Venezuela (Bolivarian Republic of),Starchy Roots,0.207562991039239
+Venezuela (Bolivarian Republic of),Sugar,0.207562991039239
+Venezuela (Bolivarian Republic of),WheatBarleyOats,0.207562991039239
+Viet Nam,FruitVeg,0.207562991039239
+Viet Nam,MaizeMilletSorghum,0.207562991039239
+Viet Nam,Monogastrics,0.207562991039239
+Viet Nam,Oilcrops,0.207562991039239
+Viet Nam,Pulses,0.207562991039239
+Viet Nam,Rice (Paddy Equivalent),0.207562991039239
+Viet Nam,Ruminants,0.207562991039239
+Viet Nam,Starchy Roots,0.207562991039239
+Viet Nam,Sugar,0.207562991039239
+Viet Nam,WheatBarleyOats,0.207562991039239
+Yemen,FruitVeg,0.207562991039239
+Yemen,MaizeMilletSorghum,0.207562991039239
+Yemen,Monogastrics,0.207562991039239
+Yemen,Oilcrops,0.207562991039239
+Yemen,Pulses,0.207562991039239
+Yemen,Rice (Paddy Equivalent),0.207562991039239
+Yemen,Ruminants,0.207562991039239
+Yemen,Starchy Roots,0.207562991039239
+Yemen,Sugar,0.207562991039239
+Yemen,WheatBarleyOats,0.207562991039239
+Zambia,FruitVeg,0.207562991039239
+Zambia,MaizeMilletSorghum,0.207562991039239
+Zambia,Monogastrics,0.207562991039239
+Zambia,Oilcrops,0.207562991039239
+Zambia,Pulses,0.207562991039239
+Zambia,Rice (Paddy Equivalent),0.207562991039239
+Zambia,Ruminants,0.207562991039239
+Zambia,Starchy Roots,0.207562991039239
+Zambia,Sugar,0.207562991039239
+Zambia,WheatBarleyOats,0.207562991039239
+Zimbabwe,FruitVeg,0.207562991039239
+Zimbabwe,MaizeMilletSorghum,0.207562991039239
+Zimbabwe,Monogastrics,0.207562991039239
+Zimbabwe,Oilcrops,0.207562991039239
+Zimbabwe,Pulses,0.207562991039239
+Zimbabwe,Rice (Paddy Equivalent),0.207562991039239
+Zimbabwe,Ruminants,0.207562991039239
+Zimbabwe,Starchy Roots,0.207562991039239
+Zimbabwe,Sugar,0.207562991039239
+Zimbabwe,WheatBarleyOats,0.207562991039239
diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index 62149474472e7300dc2cde1d998da4a2d01ff68f..ef086d4821dbe2ead5d084addfcd1895b1761bfb 100755
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -222,8 +222,8 @@ public class ModelConfig {
public static final double INITAL_PRICE_OILCROPS = getDoubleProperty("INITAL_PRICE_OILCROPS", (0.820 * .4 + 0.314 * .6) * 0.3 * ModelConfig.INITIAL_PRICE_SHIFT);
public static final double INITAL_PRICE_PULSES = getDoubleProperty("INITAL_PRICE_PULSES", 0.2 * ModelConfig.INITIAL_PRICE_SHIFT);
public static final double INITAL_PRICE_STARCHYROOTS = getDoubleProperty("INITAL_PRICE_STARCHYROOTS", 0.1 * ModelConfig.INITIAL_PRICE_SHIFT);
- public static final double INITAL_PRICE_MONOGASTRICS = getDoubleProperty("INITAL_PRICE_MONOGASTRICS", 0.4 * 0.5 * ModelConfig.INITIAL_PRICE_SHIFT); // quantities is in feed equivalent term (0.4 is weighted average price per feed, and 0.5 accounts for mark-up for additional processing)
- public static final double INITAL_PRICE_RUMINANTS = getDoubleProperty("INITAL_PRICE_RUMINANTS", 0.1 * 0.6 * ModelConfig.INITIAL_PRICE_SHIFT); // quantities is in feed equivalent term
+ public static final double INITAL_PRICE_MONOGASTRICS = getDoubleProperty("INITAL_PRICE_MONOGASTRICS", 0.27 * ModelConfig.INITIAL_PRICE_SHIFT); // quantities is in feed equivalent term (0.4 is weighted average price per feed, and 0.5 accounts for mark-up for additional processing)
+ public static final double INITAL_PRICE_RUMINANTS = getDoubleProperty("INITAL_PRICE_RUMINANTS", 0.25 * ModelConfig.INITIAL_PRICE_SHIFT); // quantities is in feed equivalent term
public static final double INITAL_PRICE_ENERGYCROPS = getDoubleProperty("INITAL_PRICE_ENERGYCROPS", 0.04 * ModelConfig.INITIAL_PRICE_SHIFT);
public static final double INITAL_PRICE_FRUITVEG = getDoubleProperty("INITAL_PRICE_FRUITVEG", 0.1 * ModelConfig.INITIAL_PRICE_SHIFT);
public static final double INITAL_PRICE_SUGAR = getDoubleProperty("INITAL_PRICE_SUGAR", 0.02 * ModelConfig.INITIAL_PRICE_SHIFT);
@@ -297,7 +297,7 @@ public class ModelConfig {
public static final String LAND_COVER_AGE_DIST_FILENAME = SPATIAL_DATA_DIR + File.separator + "land_cover_age_dist.txt";
public static final int LAND_COVER_INIT_AGE_GROUP_SIZE = getIntProperty("LAND_COVER_INIT_AGE_GROUP_SIZE", 10); // years
public static final int WOOD_AND_CARBON_TIMESTEP_SIZE = getIntProperty("WOOD_AND_CARBON_TIMESTEP_SIZE", 20); // years
- public static final double WOOD_YIELD_CALIB_FACTOR = getDoubleProperty("WOOD_YIELD_CALIB_FACTOR", 1.0);
+ public static final double WOOD_YIELD_CALIB_FACTOR = getDoubleProperty("WOOD_YIELD_CALIB_FACTOR", 1.08);
public static final int CARBON_WOOD_MAX_TIME = getIntProperty("CARBON_WOOD_MAX_TIME", 160); // upper data limit, years
// Output
@@ -356,7 +356,7 @@ public class ModelConfig {
// Import export limits
public static final double ANNUAL_MAX_IMPORT_CHANGE = getDoubleProperty("ANNUAL_MAX_IMPORT_CHANGE", 0.02);
public static final double MAX_IMPORT_CHANGE = getDoubleProperty("MAX_IMPORT_CHANGE", ANNUAL_MAX_IMPORT_CHANGE*TIMESTEP_SIZE);
- public static final double IMPORT_CHANGE_ELASTICITY = getDoubleProperty("IMPORT_CHANGE_ELASTICITY", 3.0);
+ public static final double IMPORT_CHANGE_ELASTICITY = getDoubleProperty("IMPORT_CHANGE_ELASTICITY", 3.0); // higher value = steeper trade imbalance adjustment
// Price caps
public static final String PRICE_CAP_FILE = DATA_DIR + File.separator + "price_caps.csv";
@@ -398,9 +398,9 @@ public class ModelConfig {
public static final double AGRI_LAND_EXPANSION_COST_FACTOR = getDoubleProperty("AGRI_LAND_EXPANSION_COST_FACTOR", 1.0);
public static final double CROP_INCREASE_COST = getDoubleProperty("CROP_INCREASE_COST", 0.05 * LAND_CHANGE_COST * AGRI_LAND_EXPANSION_COST_FACTOR);
- public static final double PASTURE_DECREASE_COST = getDoubleProperty("PASTURE_DECREASE_COST", LAND_CHANGE_COST);
public static final double CROP_DECREASE_COST = getDoubleProperty("CROP_DECREASE_COST", 1.65 * LAND_CHANGE_COST);
public static final double PASTURE_INCREASE_COST = getDoubleProperty("PASTURE_INCREASE_COST", 0.35 * LAND_CHANGE_COST * CROP_TO_PASTURE_COST_FACTOR * AGRI_LAND_EXPANSION_COST_FACTOR);
+ public static final double PASTURE_DECREASE_COST = getDoubleProperty("PASTURE_DECREASE_COST", LAND_CHANGE_COST);
public static final double MANAGED_FOREST_INCREASE_COST = getDoubleProperty("MANAGED_FOREST_INCREASE_COST", LAND_CHANGE_COST); // $1000/ha
public static final double MANAGED_FOREST_DECREASE_COST = getDoubleProperty("MANAGED_FOREST_DECREASE_COST", LAND_CHANGE_COST); // $1000/ha
@@ -453,6 +453,7 @@ public class ModelConfig {
public static final double TRANSPORT_COST = getDoubleProperty("TRANSPORT_COST", 0.05); // % transport cost
public static final double TRADE_BARRIER_FACTOR_DEFAULT = getDoubleProperty("TRADE_BARRIER_FACTOR_DEFAULT", 0.2); // price factor in international trade, transport cost and real trade barriers
public static final double TRADE_BARRIER_MULTIPLIER = getDoubleProperty("TRADE_BARRIER_MULTIPLIER", 1.0);
+ public static final double TRADE_BARRIER_OFFSET_RUMINANTS = getDoubleProperty("TRADE_BARRIER_OFFSET_RUMINANTS", 0.17); // additional trade barrier for ruminants (e.g. 0.1 = 10 percentage points)
public static final boolean ACTIVE_TRADE_BARRIERS = getBooleanProperty("ACTIVE_TRADE_BARRIERS", true); // if set to true read in barrier information from file, otherwise use default as above
public static final double TRADE_BARRIER_ENERGY_CROPS = getDoubleProperty("TRADE_BARRIER_ENERGY_CROPS", 0.01); // price factor in international trade, transport cost and real trade barriers
public static final boolean SHOCKS_POSSIBLE = getBooleanProperty("SHOCKS_POSSIBLE", false);
@@ -507,7 +508,7 @@ public class ModelConfig {
public static final String WOOD_DEMAND_FILENAME = getProperty("WOOD_DEMAND_FILENAME", "wood_demand.csv");
public static final String WOOD_DEMAND_FILE = getProperty("WOOD_DEMAND_FILE", DATA_DIR + File.separator + WOOD_DEMAND_FILENAME);
public static final double INIT_WOOD_STOCK = getDoubleProperty("INIT_WOOD_STOCK", 1500.0); // MtC-eq
- public static final double IND_ROUNDWOOD_DEMAND_ELASTICITY = getDoubleProperty("IND_ROUNDWOOD_DEMAND_ELASTICITY", 0.3123881);
+ public static final double IND_ROUNDWOOD_DEMAND_ELASTICITY = getDoubleProperty("IND_ROUNDWOOD_DEMAND_ELASTICITY", 0.3123881); // fitted to FAO data
public static final double FUELWOOD_DEMAND_ELASTICITY = getDoubleProperty("FUELDWOOD_DEMAND_ELASTICITY", -0.3598551);
public static final double WOOD_BIOMASS_CONVERSION_FACTOR = getDoubleProperty("WOOD_BIOMASS_CONVERSION_FACTOR", 3e-7); // m3 to MtC-eq p.16 [https://doi.org/10.5194/gmd-13-5425-2020]
public static final double DISCOUNT_RATE = getDoubleProperty("DISCOUNT_RATE", 0.05); // for calculating rotation period
@@ -525,7 +526,7 @@ public class ModelConfig {
public static final int CARBON_HORIZON = getIntProperty("CARBON_HORIZON", 30); // time period for calculating carbon credits
public static final double INIT_CARBON_PRICE = IS_CARBON_ON ? getDoubleProperty("INIT_CARBON_PRICE", 0.02) : 0.0; // $1000/tC-eq
public static final double INIT_CARBON_STOCK = getDoubleProperty("INIT_WOOD_STOCK", 100.0); // MtC-eq
- public static final String CARBON_OPTIONS_FILENAME = getProperty("CARBON_OPTIONS_FILENAME", "carbon_options.csv");
+ public static final String CARBON_OPTIONS_FILENAME = getProperty("CARBON_OPTIONS_FILENAME", "carbon_options.csv"); // config for what is included in carbon market
public static final String CARBON_OPTIONS_FILE = getProperty("CARBON_OPTIONS_FILE", DATA_DIR + File.separator + CARBON_OPTIONS_FILENAME);
public static final double CARBON_FOREST_MAX_PROPORTION = getDoubleProperty("CARBON_FOREST_MAX_PROPORTION", 0.2); // maximum proportion of land cover as carbon forest
diff --git a/src/ac/ed/lurg/carbon/CarbonFluxItem.java b/src/ac/ed/lurg/carbon/CarbonFluxItem.java
index e50123495f6554d3630c0e1f0a354da59133a4e2..6432da43de5ca1861037581325aa6d5ac5b38d3f 100644
--- a/src/ac/ed/lurg/carbon/CarbonFluxItem.java
+++ b/src/ac/ed/lurg/carbon/CarbonFluxItem.java
@@ -112,10 +112,6 @@ public class CarbonFluxItem implements RasterItem, Serializable {
return carbonFluxRate.getOrDefault(LccKey.createKey(fromLc, toLc), Double.NaN);
}
- public double getCarbonCreditRate(LandCoverType lcType) {
- return carbonCreditRate.getOrDefault(lcType, Double.NaN);
- }
-
public double getCarbonCreditRate(LandCoverType fromLc, LandCoverType toLc) {
return carbonCreditRate.getOrDefault(LccKey.createKey(fromLc, toLc), Double.NaN);
}
diff --git a/src/ac/ed/lurg/country/SubsidyRateManager.java b/src/ac/ed/lurg/country/SubsidyRateManager.java
index a08428caf0e826adc9c6177f07c929fa9c8d4ec2..f896bf165bf618e00f791d3091a93c205cff5a28 100644
--- a/src/ac/ed/lurg/country/SubsidyRateManager.java
+++ b/src/ac/ed/lurg/country/SubsidyRateManager.java
@@ -47,7 +47,7 @@ public class SubsidyRateManager {
for (CropType crop : CropType.getAllItems()) {
Map<String, String> queryMap = new HashMap<String, String>();
queryMap.put("country", c.getCountryName());
- queryMap.put("crop", crop.getGamsName());
+ queryMap.put("crop", crop.getFaoName());
try {
double subsidy = 0 ;
List<Map<String, String>> rows = tabularReader.query(queryMap);
@@ -58,7 +58,7 @@ public class SubsidyRateManager {
rates.put(crop, subsidy);
}
catch (Exception e) {
- LogWriter.println("Problem finding subsidy rates: " + crop.getFaoName() + ", " + c.getCountryName());
+ LogWriter.println("Problem finding cereal demand: " + crop.getFaoName() + ", " + c.getCountryName());
}
}
return rates;
diff --git a/src/ac/ed/lurg/country/TradeManager.java b/src/ac/ed/lurg/country/TradeManager.java
index 2ca4d706397c5a1a3c9f867058642b30f9dd9b36..b32dbfcf89eb0f6519100f592756f7375aefdd7a 100644
--- a/src/ac/ed/lurg/country/TradeManager.java
+++ b/src/ac/ed/lurg/country/TradeManager.java
@@ -36,12 +36,14 @@ public class TradeManager {
tradeBarriers.put(c, ModelConfig.TRADE_BARRIER_FACTOR_DEFAULT);
}
- tradeMap.put(cc, tradeBarriers);
+ tradeMap.put(cc, tradeBarriers);
}
else{
tradeMap.get(cc).put(CropType.ENERGY_CROPS, ModelConfig.TRADE_BARRIER_ENERGY_CROPS);
}
+ tradeMap.get(cc).incrementValue(CropType.RUMINANTS, ModelConfig.TRADE_BARRIER_OFFSET_RUMINANTS);
+
return tradeMap.get(cc);
}
diff --git a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
index f1f9ffab8f493d318a32a72df050c211c5024615..af511068752166083e3c9bfb72553b5d24f4d499 100644
--- a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
@@ -289,7 +289,7 @@ public class GamsLocationOptimiser {
if (DEBUG) LogWriter.println("\nCrop, subsidy rate");
GAMSParameter subsideRateP = inDB.addParameter("subsidyRate", 1);
- for (CropType crop : CropType.getNonMeatTypes()) {
+ for (CropType crop : CropType.getImportedTypes()) {
double subsidyRate = countryInput.getSubsidyRates().get(crop);
if (DEBUG) LogWriter.println(String.format("%15s,\t %.4f", crop.getGamsName(), subsidyRate));
setGamsParamValue(subsideRateP.addRecord(crop.getGamsName()), subsidyRate, 4);
@@ -469,7 +469,7 @@ public class GamsLocationOptimiser {
v.add(location.toString());
setGamsParamValue(conversionCostP.addRecord(v), totalCost, -1);
}
- }
+ }
}
private void addScalar(GAMSDatabase gamsDb, String recordName, double val, int places) {