From 3c187fdd55abfea1113803f74e8975050cf53a84 Mon Sep 17 00:00:00 2001
From: s1924442 <b.arendarczyk@sms.ed.ac.uk>
Date: Tue, 7 Jun 2022 15:05:15 +0100
Subject: [PATCH] Refactored GAMS code. Energycrops and carbon forest area
limits.
Initial timber forest area from Schulze et al. 2019.
---
GAMS/IntExtOpt.gms | 145 +-
data/halfdeg/hurtt_2010.txt | 104716 +++++++--------
src/ac/ed/lurg/ModelConfig.java | 36 +-
src/ac/ed/lurg/ModelMain.java | 4 +-
src/ac/ed/lurg/country/CountryAgent.java | 2 +-
src/ac/ed/lurg/country/GlobalPrice.java | 4 +-
src/ac/ed/lurg/country/PriceCapManager.java | 7 +-
.../country/gams/GamsLocationOptimiser.java | 122 +-
.../ed/lurg/demand/DemandManagerFromFile.java | 6 +
src/ac/ed/lurg/forestry/WoodYieldItem.java | 4 +-
.../ed/lurg/forestry/WoodYieldRasterSet.java | 4 +-
src/ac/ed/lurg/types/PriceCapType.java | 26 -
12 files changed, 52514 insertions(+), 52562 deletions(-)
delete mode 100644 src/ac/ed/lurg/types/PriceCapType.java
diff --git a/GAMS/IntExtOpt.gms b/GAMS/IntExtOpt.gms
index 22e60adf..b066c309 100644
--- a/GAMS/IntExtOpt.gms
+++ b/GAMS/IntExtOpt.gms
@@ -1,13 +1,14 @@
- SET all_types / monogastrics, ruminants, cereals, oilcropspulses, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture, setaside/;
+ 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 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_crop(all_types) / monogastrics, ruminants, wheat, maize, rice, oilcrops, pulses, starchyRoots, fruitveg, sugar, energycrops/;
+ 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 /;
@@ -34,8 +35,8 @@
PARAMETER demand(all_types) in t;
PARAMETER exportPrices(all_types) prices for exports;
PARAMETER importPrices(all_types) prices for imports;
- PARAMETER maxNetImport(import_crop) maximum net import for each crop based on world market;
- PARAMETER minNetImport(import_crop) minimum net import for each crop based on world market;
+ 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;
@@ -45,12 +46,12 @@
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 land use change - MtC-eq per Mha;
- PARAMETER carbonCreditRate(land_cover_before, land_cover_after, location) carbon flux from land use change - MtC-eq per Mha;
- PARAMETER woodYieldRota(location) wood yield from forest rotation - MtC per 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, land_cover) cost of converting from one land cover to another;
+ PARAMETER conversionCost(land_cover_before, land_cover_after) 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;
@@ -60,20 +61,13 @@
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 woodDemand Mt C-eq;
- SCALAR woodExportPrice price of wood export - $1000 per tC-eq;
- SCALAR woodImportPrice price of wood import - $1000 per tC-eq;
- SCALAR woodMaxNetImport;
- SCALAR woodMinNetImport;
- SCALAR forestEstablishmentCost cast $1000 per hectare;
+ SCALAR forestManagementCost cost $1000 per ha;
SCALAR vegClearingCostRate cost of clearing vegetation $1000 per tC;
- SCALAR carbonPrice price of carbon - $1000 per tonne;
- SCALAR carbonDemand demand for carbon sequestration - tC;
- SCALAR carbonMaxNetImport;
- SCALAR carbonMinNetImport;
- SCALAR carbonHorizon;
+ SCALAR carbonHorizon period over which carbon credits are calculated;
+ SCALAR carbonForestMaxProportion maximum proportion of land cover as carbon forest;
*$gdxin "C:\Users\Bart\Documents\PhD\GAMS testing area\_gams_java_gdb1.gdx"
$gdxin %gdxincname%
@@ -83,8 +77,7 @@ $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 woodDemand, woodExportPrice, woodImportPrice, woodMaxNetImport, woodMinNetImport, forestEstablishmentCost, vegClearingCostRate
-$load carbonPrice, carbonDemand, carbonMaxNetImport, carbonMinNetImport, carbonHorizon
+$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 /;
@@ -123,8 +116,8 @@ $gdxin
baseCost('pasture') = 0.04;
otherIntCost('pasture') = 0.8 + otherICost;
-* maxNetImport(import_crop) = min(maxNetImport(import_crop), demand(import_crop));
-* minNetImport(import_crop) = min(minNetImport(import_crop), demand(import_crop));
+* 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
@@ -143,23 +136,18 @@ $gdxin
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
- woodExported total wood sold - Mt C-eq
- woodImported
+
woodSupplyRota
woodSupplyLUC
- forestManagementCost
- vegClearningCost
+ forestryCost
carbonFlux(location) total carbon flux - Mt C
carbonCredits(location)
- carbonImported
- carbonExported
* 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, woodExported, woodImported, woodSupplyRota,
- woodSupplyLUC, forestManagementCost, vegClearningCost, carbonImported, carbonExported;
+ landCoverArea, landCoverChange, totalConversionCost, woodSupplyRota, woodSupplyLUC;
* POSITIVE VARIABLE A;
@@ -180,13 +168,13 @@ $gdxin
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_crop) constraint on max net imports
- MIN_NET_IMPORT_CONSTRAINT(import_crop) constraint on min net imports
+ 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)
@@ -197,16 +185,12 @@ $gdxin
WOOD_SUPPLY_ROTA_CALC
WOOD_SUPPLY_LUC_CALC
WOOD_SUPPLY_CONSTRAINT
- WOOD_MIN_TRADE_CONSTRAINT constraint on minimum wood export
- WOOD_MAX_TRADE_CONSTRAINT
- FOREST_MANAGEMENT_COST_CALC
- VEG_CLEARING_COST_CALC
+ FORESTRY_COST_CALC
CARBON_FLUX_CALC(location) calc carbon flux
CARBON_CREDIT_CALC(location)
- CARBON_DEMAND_CONSTRAINT
- CARBON_MIN_TRADE_CONSTRAINT
- CARBON_MAX_TRADE_CONSTRAINT
+ CARBON_CREDIT_CONSTRAINT
+ CARBON_FOREST_CONSTRAINT
COST_CALC Net Present Value function;
@@ -234,7 +218,7 @@ $gdxin
IRRIGATION_CONSTRAINT(location) .. irrigConstraint(location) * suitableLandArea(location) * (1.0 - unhandledCropRate) =G= sum(crop, irrigMaxRate(crop, location) * irrigI(crop, location) * cropArea(crop, location));
-*************** Commodity supply *************************
+*************** 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);
@@ -250,18 +234,13 @@ $gdxin
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;
-
-
-*************** Exports *******************************
+
+ ENERGYCROPS_CONSTRAINT .. sum(location, cropArea('energycrops', location)) =L= energycropsMaxProportion * sum(location, landCoverArea('cropland', location));
- MAX_NET_IMPORT_CONSTRAINT(import_crop) .. importAmount(import_crop) - exportAmount(import_crop) =L= maxNetImport(import_crop);
- MIN_NET_IMPORT_CONSTRAINT(import_crop) .. importAmount(import_crop) - exportAmount(import_crop) =G= minNetImport(import_crop);
- PASTURE_IMPORT_CONSTRAINT .. importAmount('pasture') =E= 0;
- PASTURE_EXPORT_CONSTRAINT .. exportAmount('pasture') =E= 0;
************** Land Cover *****************************
- SETASIDE_AREA_CALC(location) .. cropArea('setaside', location) =E= sum(crop_less_pasture, cropArea(crop_less_pasture, location)) * setAsideRate;
+ 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);
@@ -278,45 +257,40 @@ $gdxin
************* Forestry ***********************************
- WOOD_SUPPLY_ROTA_CALC .. woodSupplyRota =E= sum(location, landCoverArea('timberForest', location) * woodYieldRota(location) / forestRotationPeriod(location));
+ 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= woodDemand + woodExported - woodImported;
-
- WOOD_MIN_TRADE_CONSTRAINT .. woodImported - woodExported =L= woodMaxNetImport;
-
- WOOD_MAX_TRADE_CONSTRAINT .. woodImported - woodExported =G= woodMinNetImport;
-
- FOREST_MANAGEMENT_COST_CALC .. forestManagementCost =E= sum(location, landCoverArea('timberForest', location) * forestEstablishmentCost / forestRotationPeriod(location)) +
- sum(location, landCoverArea('carbonForest', location) * forestEstablishmentCost / carbonHorizon);
+ WOOD_SUPPLY_CONSTRAINT .. woodSupplyRota =G= demand('wood') + exportAmount('wood') - importAmount('wood');
- VEG_CLEARING_COST_CALC .. vegClearningCost =E= (woodSupplyLUC + woodSupplyRota) * vegClearingCostRate;
+ FORESTRY_COST_CALC .. forestryCost =E= sum(location, landCoverArea('timberForest', location) * forestManagementCost / forestRotationPeriod(location)) +
+ sum(location, landCoverArea('carbonForest', location) * forestManagementCost / carbonHorizon) +
+ woodSupplyLUC * vegClearingCostRate;
*********** 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_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_DEMAND_CONSTRAINT .. -sum(location, carbonCredits(location)) =G= carbonDemand + carbonExported - carbonImported;
+ CARBON_CREDIT_CONSTRAINT .. sum(location, carbonCredits(location)) =G= demand('carbonCredits') + exportAmount('carbonCredits') - importAmount('carbonCredits');
- CARBON_MIN_TRADE_CONSTRAINT .. carbonImported - carbonExported =L= carbonMaxNetImport;
-
- CARBON_MAX_TRADE_CONSTRAINT .. carbonImported - carbonExported =G= carbonMinNetImport;
+ 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(import_crop, importPrices(import_crop) * importAmount(import_crop)) +
- woodImported * woodImportPrice -
- sum(import_crop, exportPrices(import_crop) * exportAmount(import_crop)) -
- woodExported * woodExportPrice +
- forestManagementCost +
- vegClearningCost +
- (carbonImported - carbonExported) * carbonPrice;
-
+ sum(location, totalConversionCost(location)) +
+ forestryCost +
+ 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);
@@ -350,9 +324,6 @@ $gdxin
parameter productionShock(all_types);
scalar netCarbonFlux;
scalar netCarbonCredits;
- scalar netCarbonImport;
- scalar netWoodImport;
- scalar totalWoodHarvest;
* Production quantities based on smaller area (before unhandledCropArea adjustment applied)
totalProd(crop) = sum(location, cropArea.l(crop, location) * yield.l(crop, location));
@@ -370,18 +341,14 @@ $gdxin
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_crop) = importAmount.l(import_crop) - exportAmount.l(import_crop);
- netImportCost(import_crop) = importAmount.l(import_crop) * importPrices(import_crop) - exportAmount.l(import_crop) * exportPrices(import_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));
- netCarbonImport = carbonImported.L - carbonExported.L;
-* including wood from LUC as export
- netWoodImport = woodImported.L - woodExported.L;
- totalWoodHarvest = woodSupplyRota.L + woodSupplyLUC.L;
Scalar totalCostsLessLU;
- totalCostsLessLU = sum(crop,totalProdCost(crop))+ sum(import_crop,netImportCost(import_crop));
+ totalCostsLessLU = sum(crop,totalProdCost(crop))+ sum(import_types,netImportCost(import_types));
Scalar ms 'model status', ss 'solve status';
diff --git a/data/halfdeg/hurtt_2010.txt b/data/halfdeg/hurtt_2010.txt
index 749c713c..b6fade4d 100644
--- a/data/halfdeg/hurtt_2010.txt
+++ b/data/halfdeg/hurtt_2010.txt
@@ -1484,7 +1484,7 @@
79 14 0 0 0 0 0 0.618170097470284 0.381829902529716
79 14.5 0 0 0 0 0 0.598658040165901 0.401341959834099
79 15 0 0 0 0 0 0.716674774885178 0.283325225114822
-79 15.5 0.000228998324018903 0 0 0 0 0.346706066280603 0.653064935395378
+79 15.5 0.000218803528696299 0 0 0 0 0.346716266125441 0.653064930345863
79 16 0 0 0 0 0 0.516024840995669 0.483975159004331
79 16.5 0 0 0 0 0 0.204305350314826 0.795694649685174
79 17 0 0 0 0 0 0.359033718705177 0.640966281294823
@@ -1706,8 +1706,8 @@
78.5 14.5 0 0 0 0.476715475320816 0 0 0.523284524679184
78.5 15 0 0 0 0 0 0.497816115617752 0.502183884382248
78.5 15.5 0 0 0 0 0 0.882768556475639 0.117231443524361
-78.5 16 0.0102992951869965 0 0 0 0 0.582488089799881 0.407212615013123
-78.5 16.5 0.000219676032429561 0 0 0.404100525149261 0 0 0.59567979881831
+78.5 16 0.00651070848107338 0 0 0 0 0.586276672780514 0.407212618738413
+78.5 16.5 0.000140841613756493 0 0 0.404179351840867 0 0 0.595679806545377
78.5 17 0 0 0 0.1530741751194 0 0 0.8469258248806
78.5 17.5 0 0 0 0.0226911902634583 0 0 0.977308809736542
78.5 18 0 0 0 0.109303519129753 0 0 0.890696480870247
@@ -1922,12 +1922,12 @@
78 12 0 0 0 0 0 0 1
78 12.5 0 0 0 0 0 0 1
78 13 0 0 0 0.314099922776222 0 0 0.685900077223778
-78 13.5 0.000210473692277446 0 0 0.310533544616192 0 0 0.689255981691531
+78 13.5 0.000211220278288238 0 0 0.310532793402672 0 0 0.68925598631904
78 14 0 0 0 0 0 0.319926217198372 0.680073782801628
78 14.5 0 0 0 0.326315253973007 0 0 0.673684746026993
-78 15 0.00384011430044969 0 0 0 0 0.530038297176361 0.466121588523189
-78 15.5 0.000213422201341018 0 0 0 0 0.565185641869903 0.434600935928756
-78 16 0.000425382517278194 0 0 0 0 0.614252552390099 0.385322065092623
+78 15 0.00244278414174914 0 0 0 0 0.531435628732046 0.466121587126205
+78 15.5 0.000185980039532296 0 0 0 0 0.565213086083531 0.434600933876936
+78 16 0.000346145854564384 0 0 0 0 0.614331789314747 0.385322064830689
78 16.5 0 0 0 0 0 0.729948088526726 0.270051911473274
78 17 0 0 0 0.796903729438782 0 0 0.203096270561218
78 17.5 0 0 0 0.633141991708726 0 0 0.366858008291274
@@ -1936,7 +1936,7 @@
78 19 0 0 0 0 0 0 1
78 20 0 0 0 0 0 0 1
78 20.5 0 0 0 0 0 0 1
-78 21 0.000210092053748667 0 0 0 0 0.518330795457587 0.481459112488665
+78 21 0.000203327814233489 0 0 0 0 0.518337560584769 0.481459111600998
78 21.5 0 0 0 0 0 0.583418637514114 0.416581362485886
78 22 0 0 0 0 0 0 1
78 22.5 0 0 0 0 0 0 1
@@ -2016,7 +2016,7 @@
77.5 -72.5 0 0 0 0 0 0 1
77.5 -72 0 0 0 0.0665388703346252 0 0 0.933461129665375
77.5 -71.5 0 0 0 0.27110555768013 0 0 0.72889444231987
-77.5 -71 0.000288237836988022 0 0 0.154283891121546 0 0 0.845427871041466
+77.5 -71 0.000206568802241236 0 0 0.154365559418996 0 0 0.845427871778763
77.5 -70.5 0 0 0 0.286588042974472 0 0 0.713411957025528
77.5 -70 0 0 0 0.345998004078865 0 0 0.654001995921135
77.5 -69.5 0 0 0 0.242335945367813 0 0 0.757664054632187
@@ -2212,7 +2212,7 @@
77 -68.5 0 0 0 0.354824289679527 0 0 0.645175710320473
77 -68 0 0 0 0.38449652493 0 0 0.61550347507
77 -67.5 0 0 0 0.489987388253212 0 0 0.510012611746788
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diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index a2196063..4e238d15 100755
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -268,7 +268,7 @@ public class ModelConfig {
public static final String WOOD_YIELD_NTRL_TO_AGRI_FILENAME = "wood_yield_ntrl_to_agri.dat";
public static final String WOOD_YIELD_NTRL_TO_FRST_FILENAME = "wood_yield_ntrl_to_forest.dat";
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("CARBON_WOOD_AGE_CLASSES", 10); // years
+ 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 int CARBON_WOOD_MAX_TIME = getIntProperty("CARBON_WOOD_MAX_TIME", 165);
@@ -291,8 +291,8 @@ public class ModelConfig {
// Calibration related stuff
public static final boolean IS_CALIBRATION_RUN = getBooleanProperty("IS_CALIBRATION_RUN", false);
public static final String CALIB_DIR = IS_CALIBRATION_RUN ? OUTPUT_DIR : getProperty("CALIB_DIR", OUTPUT_DIR);
- public static final int END_FIRST_STAGE_CALIBRATION = getIntProperty("END_FIRST_STAGE_CALIBRATION", 10);
- public static final int END_SECOND_STAGE_CALIBRATION = getIntProperty("END_SECOND_STAGE_CALIBRATION", 10);
+ public static final int END_FIRST_STAGE_CALIBRATION = getIntProperty("END_FIRST_STAGE_CALIBRATION", 5);
+ public static final int END_SECOND_STAGE_CALIBRATION = getIntProperty("END_SECOND_STAGE_CALIBRATION", 15);
public static final String SERIALIZED_LAND_USE_FILENAME = "landUseRaster.ser";
public static final String SERIALIZED_CROP_USAGE_FILENAME = "countryCropUsages.ser";
public static final String SERIALIZED_INTERNATIONAL_MARKET_FILENAME = "internationalMarket.ser";
@@ -311,6 +311,7 @@ public class ModelConfig {
public static final String CHECKPOINT_LAND_COVER_FILE = getProperty("CHECKPOINT_LAND_COVER_FILE", OUTPUT_DIR + File.separator + SERIALIZED_LAND_COVER_FILENAME);
public static final String CHECKPOINT_WOOD_USAGE_FILE = getProperty("CHECKPOINT_WOOD_USAGE_FILE", OUTPUT_DIR + File.separator + SERIALIZED_WOOD_USAGE_FILENAME);
public static final boolean DISABLE_SERIALIZATION = getBooleanProperty("DISABLE_SERIALIZATION", false);
+ public static final boolean USE_INITIAL_CROP_USAGE_DATA = getBooleanProperty("USE_INITIAL_CROP_USAGE_DATA", false);
public static final boolean MARKET_ADJ_PRICE = getBooleanProperty("MARKET_ADJ_PRICE", true);
public static final boolean CHANGE_YIELD_DATA_YEAR = IS_CALIBRATION_RUN ? false : getBooleanProperty("CHANGE_YIELD_DATA_YEAR", true);
@@ -325,12 +326,9 @@ public class ModelConfig {
public static final int BASE_YEAR = getIntProperty("BASE_YEAR", 2010);
// Import export limits
- public static final double ANNUAL_MAX_IMPORT_CHANGE = getDoubleProperty("ANNUAL_MAX_IMPORT_CHANGE", 0.05);
+ 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_MIN_PARAM = getDoubleProperty("IMPORT_CHANGE_MIN_PARAM", 1.0); // import/export ratio below which import change is capped at MAX_IMPORT_CHANGE
- public static final double IMPORT_CHANGE_MAX_PARAM = getDoubleProperty("IMPORT_CHANGE_MAX_PARAM", 1.5); // import/export ratio above which import change is 0
- public static final double IMPORT_CHANGE_GRAD_PARAM = getDoubleProperty("IMPORT_CHANGE_GRAD_PARAM", -MAX_IMPORT_CHANGE/(IMPORT_CHANGE_MAX_PARAM-IMPORT_CHANGE_MIN_PARAM));
- public static final double IMPORT_CHANGE_INTCP_PARAM = getDoubleProperty("IMPORT_CHANGE_INTCP_PARAM", -IMPORT_CHANGE_GRAD_PARAM*IMPORT_CHANGE_MAX_PARAM);
+ public static final double IMPORT_CHANGE_ELASTICITY = getDoubleProperty("IMPORT_CHANGE_ELASTICITY", 3.0);
// Price caps
public static final String PRICE_CAP_FILE = DATA_DIR + File.separator + "price_caps.csv";
@@ -365,7 +363,7 @@ public class ModelConfig {
public static final double OTHER_WATER_USE_FACTOR = getDoubleProperty("OTHER_WATER_USE_FACTOR", 1.0);
public static final boolean USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT = getBooleanProperty("USE_BLUE_WATER_FILE_IRRIG_CONSTRAINT", false);;
- public static final boolean CONVERSION_COSTS_FROM_FILE = getBooleanProperty("CONVERSION_COSTS_FROM_FILE", false);
+ public static final boolean CONVERSION_COSTS_FROM_FILE = getBooleanProperty("CONVERSION_COSTS_FROM_FILE", true);
public static final String CONVERSION_COST_FILE = getProperty("CONVERSION_COST_FILE", DATA_DIR + File.separator + "conversion_costs.csv"); // cost of converting from one land cover to another, $1000/ha
public static final double LAND_CHANGE_COST = getDoubleProperty("LAND_CHANGE_COST", 0.2);
public static final double CROP_TO_PASTURE_COST_FACTOR = getDoubleProperty("CROP_TO_PASTURE_COST_FACTOR", 1.0);
@@ -410,18 +408,19 @@ public class ModelConfig {
// So we do not represent crops covering (1341.911-1239.03)/1547.464=6.65% of cropland. Additionally 10.3% of cropland is set aside, fallow or failed crops,
public static final double UNHANDLED_CROP_RATE = getDoubleProperty("UNHANDLED_CROP_RATE", 0.0665); // mostly forage crops
public static final double SETASIDE_RATE = getDoubleProperty("SETASIDE_RATE", 0.103); // includes aside, fallow and failed cropland areas
+ public static final double ENERGYCROPS_MAX_PROPORTION = getDoubleProperty("ENERGYCROPS_MAX_PROPORTION", 0.2); // maximum proportion of cropland for energycrops
- public static final double OTHER_INTENSITY_COST = getDoubleProperty("OTHER_INTENSITY_COST", 0.8);
+ public static final double OTHER_INTENSITY_COST = getDoubleProperty("OTHER_INTENSITY_COST", 0.7);
public static final double OTHER_INTENSITY_PARAM = getDoubleProperty("OTHER_INTENSITY_PARAM", 3.22);
- public static final double IRRIG_COST_SCALE_FACTOR = getDoubleProperty("IRRIG_COST_SCALE_FACTOR", 0.0003);
+ public static final double IRRIG_COST_SCALE_FACTOR = getDoubleProperty("IRRIG_COST_SCALE_FACTOR", 0.00035);
public static final double IRRIG_COST_MULTIPLIER = getDoubleProperty("IRRIG_COST_MULTIPLIER", 1.0);
- public static final double FERTILISER_COST_PER_T = getDoubleProperty("FERTILISER_COST_PER_T", 1.4); // $500/t, 18% N/t
+ public static final double FERTILISER_COST_PER_T = getDoubleProperty("FERTILISER_COST_PER_T", 1.6); // $500/t, 18% N/t
public static final double FERTILISER_MAX_COST = FERTILISER_COST_PER_T * MAX_FERT_AMOUNT/1000;
public static final double DOMESTIC_PRICE_MARKUP = getDoubleProperty("DOMESTIC_PRICE_MARKUP", 1.0);
public static final double TRANSPORT_LOSSES = getDoubleProperty("TRANSPORT_LOSSES", 0.05); // in international trade
- public static final double TRANSPORT_COST = getDoubleProperty("TRANSPORT_COST", 0.1); // 10% transport cost
+ 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 boolean ACTIVE_TRADE_BARRIERS = getBooleanProperty("ACTIVE_TRADE_BARRIERS", true); // if set to true read in barrier information from file, otherwise use default as above
@@ -480,12 +479,12 @@ public class ModelConfig {
public static final double IND_ROUNDWOOD_DEMAND_ELASTICITY = getDoubleProperty("IND_ROUNDWOOD_DEMAND_ELASTICITY", 0.3123881);
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", 0.07);
- public static final double VEGETATION_CLEARING_COST = getDoubleProperty("VEGETATION_CLEARING_COST", 0.005); //$1000/tC
- public static final double FOREST_ESTABLISHMENT_COST = IS_FORESTRY_ON ? getDoubleProperty("FOREST_ESTABLISHMENT_COST", 5.0) : 0.0; // $1000/ha
+ public static final double DISCOUNT_RATE = getDoubleProperty("DISCOUNT_RATE", 0.07); // for calculating rotation period
+ public static final double VEGETATION_CLEARING_COST = getDoubleProperty("VEGETATION_CLEARING_COST", 0.0001); //$1000/tC
+ public static final double FOREST_MANAGEMENT_COST = IS_FORESTRY_ON ? getDoubleProperty("FOREST_ESTABLISHMENT_COST", 5.0) : 0.0; // establishment, management etc. $1000/ha
public static final double WOOD_TRADE_BARRIER = getDoubleProperty("WOOD_TRADE_BARRIER", 0.2); //$1000/tC
public static final double INIT_WOOD_PRICE = IS_FORESTRY_ON ? getDoubleProperty("INIT_WOOD_PRICE", 0.387) : 0.0; // $1000/tC-eq
- public static final boolean ENABLE_VEGETATION_CLEARANCE_COST = getBooleanProperty("ENABLE_VEGETATION_CLEARANCE_COST", false);
+ public static final boolean ENABLE_VEGETATION_CLEARANCE_COST = getBooleanProperty("ENABLE_VEGETATION_CLEARANCE_COST", false); // calculates cost of clearing vegetation even if forestry off
// When forestry enabled, conversion cost based on amount of biomass cleared
public static final double MANAGED_FOREST_DECREASE_COST = IS_FORESTRY_ON || ENABLE_VEGETATION_CLEARANCE_COST ? getDoubleProperty("MANAGED_FOREST_DECREASE_COST", 0.1 * LAND_CHANGE_COST) : getDoubleProperty("MANAGED_FOREST_DECREASE_COST", 0.5 * LAND_CHANGE_COST); // $1000/ha
@@ -493,10 +492,11 @@ public class ModelConfig {
public static final boolean IS_CARBON_ON = getBooleanProperty("IS_CARBON_ON", false);
public static final String CARBON_DEMAND_FILENAME = getProperty("CARBON_DEMAND_FILENAME", "carbon_demand.csv");
public static final String CARBON_DEMAND_FILE = getProperty("CARBON_DEMAND_FILE", DATA_DIR + File.separator + CARBON_DEMAND_FILENAME);
- public static final int CARBON_HORIZON = getIntProperty("CARBON_HORIZON", 30);
+ 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_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/ModelMain.java b/src/ac/ed/lurg/ModelMain.java
index 02706f8e..4c0a8899 100644
--- a/src/ac/ed/lurg/ModelMain.java
+++ b/src/ac/ed/lurg/ModelMain.java
@@ -406,7 +406,7 @@ public class ModelMain {
continue;
double prod = woodUsage.getHarvest();
- double netImports = woodUsage.getNetImport();
+ double netImports = woodUsage.getNetImport() - woodUsage.getLucHarvest();
CountryPrice px = country.getCurrentCountryWoodPrice();
double importPrice = px.getImportPrice();
@@ -646,7 +646,7 @@ public class ModelMain {
private Map<CompositeCountry, Map<CropType, CropUsageData>> getInitialCropUsageData() {
Map<CompositeCountry, Map<CropType, CropUsageData>> cropUsageDataMap;
- if (ModelConfig.IS_CALIBRATION_RUN)
+ if (ModelConfig.IS_CALIBRATION_RUN || ModelConfig.USE_INITIAL_CROP_USAGE_DATA)
cropUsageDataMap = new CropUsageReader(compositeCountryManager).getCommodityData();
else
cropUsageDataMap = deserializeCropUsage();
diff --git a/src/ac/ed/lurg/country/CountryAgent.java b/src/ac/ed/lurg/country/CountryAgent.java
index af88f856..4e16faf7 100644
--- a/src/ac/ed/lurg/country/CountryAgent.java
+++ b/src/ac/ed/lurg/country/CountryAgent.java
@@ -244,7 +244,7 @@ public class CountryAgent extends AbstractCountryAgent {
// Some countries produce wood from irrigated forests e.g. Egypt which are not modelled here.
// Therefore we need to adjust the initial FAO imports/exports.
- if (ModelConfig.IS_CALIBRATION_RUN && currentTimestep.isInitialTimestep()) {
+ if ((ModelConfig.IS_CALIBRATION_RUN || ModelConfig.USE_INITIAL_CROP_USAGE_DATA) && currentTimestep.isInitialTimestep()) {
double prodFract = woodUsage.getHarvest() / totalWoodProd;
double potentialMaxYield = WoodYieldRasterSet.getMaxWoodHarvest(woodYieldData, previousGamsRasterOutput.getLandUses());
double potentialAdjYield = potentialMaxYield * prodFract; // adjust based on demand and cap at max 50% realised
diff --git a/src/ac/ed/lurg/country/GlobalPrice.java b/src/ac/ed/lurg/country/GlobalPrice.java
index 5f031992..9a7aae94 100644
--- a/src/ac/ed/lurg/country/GlobalPrice.java
+++ b/src/ac/ed/lurg/country/GlobalPrice.java
@@ -151,7 +151,9 @@ public class GlobalPrice implements Serializable {
if (Double.isNaN(ratio)) {
return ModelConfig.MAX_IMPORT_CHANGE;
} else {
- return Math.max(Math.min(ratio * ModelConfig.IMPORT_CHANGE_GRAD_PARAM + ModelConfig.IMPORT_CHANGE_INTCP_PARAM, ModelConfig.MAX_IMPORT_CHANGE), 0);
+ // allowed change decreases as trade imbalance increases
+ double change = Math.exp(-(ratio - 1) * ModelConfig.IMPORT_CHANGE_ELASTICITY) * ModelConfig.MAX_IMPORT_CHANGE;
+ return Math.min(change, ModelConfig.MAX_IMPORT_CHANGE); // cap at max change
}
}
diff --git a/src/ac/ed/lurg/country/PriceCapManager.java b/src/ac/ed/lurg/country/PriceCapManager.java
index 7eaab58c..a204a599 100644
--- a/src/ac/ed/lurg/country/PriceCapManager.java
+++ b/src/ac/ed/lurg/country/PriceCapManager.java
@@ -7,7 +7,6 @@ import java.util.Map;
import ac.ed.lurg.ModelConfig;
import ac.ed.lurg.types.CropType;
-import ac.ed.lurg.types.PriceCapType;
import ac.ed.lurg.utils.LogWriter;
public class PriceCapManager {
@@ -25,6 +24,12 @@ public class PriceCapManager {
readPriceCaps();
}
+ public enum PriceCapType {
+ MIN_PRICE(),
+ MAX_PRICE();
+ PriceCapType() {}
+ }
+
private void readPriceCaps() {
String filename = ModelConfig.PRICE_CAP_FILE;
try {
diff --git a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
index 0ad9572b..1a15a20e 100644
--- a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
@@ -354,10 +354,12 @@ public class GamsLocationOptimiser {
maxExpansion = ModelConfig.MAX_CHINA_LAND_EXPANSION_RATE;
}
addScalar(inDB, "maxLandExpansionRate", maxExpansion, 3);
+ addScalar(inDB, "energycropsMaxProportion", ModelConfig.ENERGYCROPS_MAX_PROPORTION, 5);
- addScalar(inDB, "carbonPrice", countryInput.getCarbonPrice().getExportPrice(), 5);
- addScalar(inDB, "woodExportPrice", countryInput.getWoodPrice().getExportPrice(), 5);
- addScalar(inDB, "woodImportPrice", countryInput.getWoodPrice().getImportPrice(), 5);
+ // Forestry
+ Map<WoodType, Double> woodDemandMap = countryInput.getWoodDemand();
+ double totalWoodDemand = woodDemandMap.values().stream().reduce(0.0, Double::sum);
+ setGamsParamValue(demandP.addRecord("wood"), totalWoodDemand, 5);
// Not simulating production of different wood products so need to aggregate
double woodMinNetImport = 0;
@@ -367,28 +369,62 @@ public class GamsLocationOptimiser {
woodMinNetImport += tc.getMinConstraint();
woodMaxNetImport += tc.getMaxConstraint();
}
+ setGamsParamValue(minTradeP.addRecord("wood"), woodMinNetImport, 5);
+ setGamsParamValue(maxTradeP.addRecord("wood"), woodMaxNetImport, 5);
- addScalar(inDB, "woodMaxNetImport", woodMaxNetImport, 5);
- addScalar(inDB, "woodMinNetImport", woodMinNetImport, 5);
+ setGamsParamValue(importPriceP.addRecord("wood"), countryInput.getWoodPrice().getImportPrice(), 5);
+ setGamsParamValue(exportPriceP.addRecord("wood"), countryInput.getWoodPrice().getExportPrice(), 5);
- TradeConstraint carbonTradeConstraint = countryInput.getCarbonTradeConstraint();
- addScalar(inDB, "carbonMaxNetImport", carbonTradeConstraint.getMaxConstraint(), 5);
- addScalar(inDB, "carbonMinNetImport", carbonTradeConstraint.getMinConstraint(), 5);
+ addScalar(inDB, "forestManagementCost", ModelConfig.FOREST_MANAGEMENT_COST, 5);
+ addScalar(inDB, "vegClearingCostRate", ModelConfig.VEGETATION_CLEARING_COST, 5);
- // Wood demand
- Map<WoodType, Double> woodDemandMap = countryInput.getWoodDemand();
- double totalWoodDemand = woodDemandMap.values().stream().reduce(0.0, Double::sum);
- addScalar(inDB, "woodDemand", totalWoodDemand, 5);
+ // Yield from timber forest rotation
+ Map<Integer, ? extends WoodYieldData> woodYieldData = inputData.getWoodYields();
- // Carbon demand
- addScalar(inDB, "carbonDemand", countryInput.getCarbonDemand(), 5);
+ GAMSParameter woodYieldRotaP = inDB.addParameter("woodYieldRota", 1);
+ GAMSParameter woodYieldLuc = inDB.addParameter("woodYieldLUC", 3);
+
+ for (Entry<Integer, ? extends WoodYieldData> entry : woodYieldData.entrySet()) {
+ Integer locationId = entry.getKey();
+ String locString = Integer.toString(locationId);
+ WoodYieldData wYield = entry.getValue();
+
+ Vector<String> v = new Vector<String>();
+ v.add(locString);
+ setGamsParamValue(woodYieldRotaP.addRecord(v), wYield.getYieldRota(), 5);
+
+ for (LandCoverType toLc : LandCoverType.getAgriculturalTypes()) {
+ Vector<String> w = new Vector<String>();
+ w.add(LandCoverType.NATURAL.getName());
+ w.add(toLc.getName());
+ w.add(locString);
+ setGamsParamValue(woodYieldLuc.addRecord(w), wYield.getYieldLuc(LandCoverType.NATURAL, toLc), 5);
+ }
+ }
+
+ GAMSParameter forestRotationP = inDB.addParameter("forestRotationPeriod", 1);
+ for (Map.Entry<Integer, Double> entry : inputData.getRotationPeriods().entrySet()) {
+ int locationId = entry.getKey();
+ double rotPeriod = entry.getValue();
+ String locString = Integer.toString(locationId);
+ setGamsParamValue(forestRotationP.addRecord(locString), rotPeriod, 0);
+ }
+
+ // Carbon
+ setGamsParamValue(demandP.addRecord("carbonCredits"), countryInput.getCarbonDemand(), 5);
addScalar(inDB, "carbonHorizon", ModelConfig.CARBON_HORIZON, 5);
+ setGamsParamValue(importPriceP.addRecord("carbonCredits"), countryInput.getCarbonPrice().getImportPrice(), 5);
+ setGamsParamValue(exportPriceP.addRecord("carbonCredits"), countryInput.getCarbonPrice().getExportPrice(), 5);
+
+ TradeConstraint carbonTradeConstraint = countryInput.getCarbonTradeConstraint();
+ setGamsParamValue(minTradeP.addRecord("carbonCredits"), carbonTradeConstraint.getMinConstraint(), 5);
+ setGamsParamValue(maxTradeP.addRecord("carbonCredits"), carbonTradeConstraint.getMaxConstraint(), 5);
+
+ addScalar(inDB, "carbonForestMaxProportion", ModelConfig.CARBON_FOREST_MAX_PROPORTION, 5);
- // Carbon fluxes
GAMSParameter cFluxRateP = inDB.addParameter("carbonFluxRate", 3);
GAMSParameter cFluxCreditRateP = inDB.addParameter("carbonCreditRate", 3);
-
for (Entry<Integer, ? extends CarbonFluxItem> entry : inputData.getCarbonFluxes().entrySet()) {
Integer locationId = entry.getKey();
String locString = Integer.toString(locationId);
@@ -409,31 +445,6 @@ public class GamsLocationOptimiser {
}
}
- // Yield from timber forest rotation
- Map<Integer, ? extends WoodYieldData> woodYieldData = inputData.getWoodYields();
-
- GAMSParameter woodYieldRotaP = inDB.addParameter("woodYieldRota", 1);
- GAMSParameter woodYieldLuc = inDB.addParameter("woodYieldLUC", 3);
-
- for (Entry<Integer, ? extends WoodYieldData> entry : woodYieldData.entrySet()) {
- Integer locationId = entry.getKey();
- String locString = Integer.toString(locationId);
- WoodYieldData wYield = entry.getValue();
-
- Vector<String> v = new Vector<String>();
- v.add(locString);
- setGamsParamValue(woodYieldRotaP.addRecord(v), wYield.getYieldRota(), 5);
-
- for (LandCoverType toLc : LandCoverType.getAgriculturalTypes()) {
- Vector<String> w = new Vector<String>();
- w.add(LandCoverType.NATURAL.getName());
- w.add(toLc.getName());
- w.add(locString);
- setGamsParamValue(woodYieldLuc.addRecord(w), wYield.getYieldLuc(LandCoverType.NATURAL, toLc), 5);
- }
-
- }
-
// Land cover conversion cost
GAMSParameter conversionCostP = inDB.addParameter("conversionCost", 2);
Map<LccKey, Double> conversionCosts = inputData.getConversionCosts();
@@ -446,19 +457,9 @@ public class GamsLocationOptimiser {
Vector<String> v = new Vector<String>();
v.add(fromName);
v.add(toName);
- setGamsParamValue(conversionCostP.addRecord(v), cost, 5);
- }
-
- GAMSParameter forestRotationP = inDB.addParameter("forestRotationPeriod", 1);
- for (Map.Entry<Integer, Double> entry : inputData.getRotationPeriods().entrySet()) {
- int locationId = entry.getKey();
- double rotPeriod = entry.getValue();
- String locString = Integer.toString(locationId);
- setGamsParamValue(forestRotationP.addRecord(locString), rotPeriod, 0);
+ setGamsParamValue(conversionCostP.addRecord(v), cost, -1);
}
- addScalar(inDB, "forestEstablishmentCost", ModelConfig.FOREST_ESTABLISHMENT_COST, 5);
- addScalar(inDB, "vegClearingCostRate", ModelConfig.VEGETATION_CLEARING_COST, 5);
}
private void addScalar(GAMSDatabase gamsDb, String recordName, double val, int places) {
@@ -603,9 +604,10 @@ public class GamsLocationOptimiser {
// Timber harvest
- double totalWoodHarvest = outDB.getParameter("totalWoodHarvest").getFirstRecord().getValue();
- double netWoodImport = outDB.getParameter("netWoodImport").getFirstRecord().getValue();
- double lucHarvest = outDB.getVariable("woodSupplyLUC").getFirstRecord().getLevel();
+ double woodSupplyLuc = outDB.getVariable("woodSupplyLuc").getFirstRecord().getLevel();
+ double woodSupplyRota = outDB.getVariable("woodSupplyRota").getFirstRecord().getLevel();
+ double totalWoodHarvest = woodSupplyLuc + woodSupplyRota;
+ double netWoodImport = getParmValue(parmNetImports, "wood");
// Need to disaggregate wood harvest and import by type. This is just for future proofing. Eventually, could have separate harvest for each wood type.
Map<WoodType, WoodUsageData> newWoodUsageMap = new HashMap<WoodType, WoodUsageData>();
@@ -613,22 +615,20 @@ public class GamsLocationOptimiser {
double previousNetImportSum = previousWoodUsageMap.values().stream().mapToDouble(o -> o.getNetImport()).sum();
double netWoodImportChange = netWoodImport - previousNetImportSum;
double previousWoodHarvestSum = previousWoodUsageMap.values().stream().mapToDouble(o -> o.getHarvest()).sum();
- double previousLucHavrestSum = previousWoodUsageMap.values().stream().mapToDouble(o -> o.getLucHarvest()).sum();
int numWoodTypes = WoodType.values().length;
for (WoodType wt : WoodType.values()) {
double previousNetImport = previousWoodUsageMap.get(wt).getNetImport();
- double newNetImport = previousNetImport + netWoodImportChange / numWoodTypes;
+ double newNetImport = previousNetImport + netWoodImportChange / numWoodTypes; // assume equal split for trade change
double previousHarvest = previousWoodUsageMap.get(wt).getHarvest();
- double previousLucHarvest = previousWoodUsageMap.get(wt).getLucHarvest();
+
// assuming equal split if no previous harvest
double newHarvest = (previousWoodHarvestSum > 0) ? totalWoodHarvest * (previousHarvest / previousWoodHarvestSum) : totalWoodHarvest / numWoodTypes;
- double newLucHarvest = (previousLucHavrestSum > 0) ? lucHarvest * (previousLucHarvest / previousLucHavrestSum) : lucHarvest / numWoodTypes;
- newWoodUsageMap.put(wt, new WoodUsageData(newHarvest, newNetImport, newLucHarvest));
+ newWoodUsageMap.put(wt, new WoodUsageData(newHarvest, newNetImport, woodSupplyLuc / numWoodTypes));
}
// Carbon
double carbonSequestered = -outDB.getParameter("netCarbonCredits").getFirstRecord().getValue();
- double netCarbonImport = outDB.getParameter("netCarbonImport").getFirstRecord().getValue();
+ double netCarbonImport = getParmValue(parmNetImports, "carbonCredits");
double netCarbonFlux = outDB.getParameter("netCarbonFlux").getFirstRecord().getValue();
CarbonUsageData carbonUsageData = new CarbonUsageData(carbonSequestered, netCarbonImport, netCarbonFlux);
diff --git a/src/ac/ed/lurg/demand/DemandManagerFromFile.java b/src/ac/ed/lurg/demand/DemandManagerFromFile.java
index ae8be887..5950b481 100644
--- a/src/ac/ed/lurg/demand/DemandManagerFromFile.java
+++ b/src/ac/ed/lurg/demand/DemandManagerFromFile.java
@@ -63,6 +63,12 @@ public class DemandManagerFromFile extends AbstractDemandManager {
Map<WoodType, Double> woodDemandMap = new HashMap<WoodType, Double>();
for (WoodType woodType : WoodType.values()) {
+
+ if (!ModelConfig.IS_FORESTRY_ON) {
+ woodDemandMap.put(woodType, 0.0);
+ continue;
+ }
+
Map<String, String> queryMap = new HashMap<String, String>();
queryMap.put("year", Integer.toString(year));
queryMap.put("country", country.getCountryName());
diff --git a/src/ac/ed/lurg/forestry/WoodYieldItem.java b/src/ac/ed/lurg/forestry/WoodYieldItem.java
index d28d30e9..97b627e8 100644
--- a/src/ac/ed/lurg/forestry/WoodYieldItem.java
+++ b/src/ac/ed/lurg/forestry/WoodYieldItem.java
@@ -62,7 +62,7 @@ public class WoodYieldItem implements RasterItem {
Double[] yields = woodYields.get(new LccKey(LandCoverType.TIMBER_FOREST, LandCoverType.TIMBER_FOREST)); // will need to update if yields no longer symmetrical
for (int age = 0; age < ModelConfig.CARBON_WOOD_MAX_TIME; age++) {
double yield = yields[age];
- double lev = (woodPrice * yield * Math.exp(-ModelConfig.DISCOUNT_RATE * age) - ModelConfig.FOREST_ESTABLISHMENT_COST) / (1 - Math.exp(-ModelConfig.DISCOUNT_RATE * age));
+ double lev = (woodPrice * yield * Math.exp(-ModelConfig.DISCOUNT_RATE * age) - ModelConfig.FOREST_MANAGEMENT_COST) / (1 - Math.exp(-ModelConfig.DISCOUNT_RATE * age));
levArr.add(lev);
}
@@ -75,7 +75,7 @@ public class WoodYieldItem implements RasterItem {
}
optimalRotation = Collections.min(candidates); // Choose shortest rotation
- yieldAtRotation = yields[optimalRotation];
+ yieldAtRotation = yields[optimalRotation] / optimalRotation;
}
public void setDefaultForMissingData() {
diff --git a/src/ac/ed/lurg/forestry/WoodYieldRasterSet.java b/src/ac/ed/lurg/forestry/WoodYieldRasterSet.java
index 69b88cd4..635e1d79 100644
--- a/src/ac/ed/lurg/forestry/WoodYieldRasterSet.java
+++ b/src/ac/ed/lurg/forestry/WoodYieldRasterSet.java
@@ -37,10 +37,8 @@ public class WoodYieldRasterSet extends RasterSet<WoodYieldItem> {
LandUseItem luItem = landUses.get(key);
if (wyItem == null)
continue;
-// double area = luItem.getLandCoverArea(LandCoverType.TIMBER_FOREST, LandProtectionType.CONVERTIBLE) +
-// luItem.getLandCoverArea(LandCoverType.NATURAL, LandProtectionType.CONVERTIBLE);
double area = luItem.getLandCoverArea(LandCoverType.TIMBER_FOREST, LandProtectionType.CONVERTIBLE);
- double rotaYield = wyItem.getYieldAtRotation() / wyItem.getOptimalRotation();
+ double rotaYield = wyItem.getYieldAtRotation();
total += area * rotaYield;
}
return total;
diff --git a/src/ac/ed/lurg/types/PriceCapType.java b/src/ac/ed/lurg/types/PriceCapType.java
deleted file mode 100644
index 18539400..00000000
--- a/src/ac/ed/lurg/types/PriceCapType.java
+++ /dev/null
@@ -1,26 +0,0 @@
-package ac.ed.lurg.types;
-
-import ac.ed.lurg.utils.LogWriter;
-
-public enum PriceCapType {
-
- MAX_PRICE("maxPrice"),
- MIN_PRICE("minPrice");
-
- private String name;
-
- private PriceCapType(String name) {
- this.name = name;
- }
-
- public static PriceCapType findByName(String priceCap){
- for(PriceCapType p : values()){
- if( p.name.equals(priceCap)){
- return p;
- }
- }
-
- LogWriter.printlnError("No PriceType found for " + priceCap);
- return null;
- }
-}
--
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