diff --git a/GAMS/IntExtOpt.gms b/GAMS/IntExtOpt.gms
index 7cdbe2a06c0976765205e3577caee701385241fb..611e6dd748d1ac3fefd4e9a559db29c1d67ab988 100644
--- a/GAMS/IntExtOpt.gms
+++ b/GAMS/IntExtOpt.gms
@@ -6,7 +6,7 @@
  SET crop_less_pasture_setaside(crop)                            / wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg, sugar, energycrops/;
  SET feed_crop(crop)                                             / wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg,                     pasture/;
  SET feed_crop_less_pasture(feed_crop)                           / wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg /;
- SET import_types(all_types)            / monogastrics, ruminants, wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg, sugar, energycrops,                    wood, carbonCredits/;
+ SET import_types(all_types)            / monogastrics, ruminants, wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg, sugar, energycrops,                    wood, carbonCredits, energyPV, energyAV/;
  SET animal(all_types)                  / monogastrics, ruminants /;
  SET agri_types(all_types)              / monogastrics, ruminants, wheat, maize, rice, oilcropsNFix, oilcropsOther, pulses, starchyRoots, fruitveg, sugar, energycrops, pasture /;
  SET not_feed(all_types)                / monogastrics, ruminants,                                                                                  sugar, energycrops /;
@@ -63,7 +63,7 @@
  PARAMETER maxLandCoverArea(land_cover, protection, location);
  
  PARAMETER solarEnergyDensity(solar_land, location) MWh per ha;
- PARAMETER solarNpvRate(solar_land, location) 1000$ per ha;
+ PARAMETER solarCostRate(solar_land, location) 1000$ per ha;
  PARAMETER agrivoltaicsYieldFactor(crop, farming_type, location);
  PARAMETER agrivoltaicsCropCostFactor(farming_type)  crop unit cost is lower since crop area is smaller due to space taken by PV panels;
  
@@ -93,7 +93,7 @@
  SCALAR discountRate;
  SCALAR energyPrice;
 
-*$gdxin "/Users/bart/Documents/PLUM_Output/calib/GamsTmp/Brazil2020landuse.gdx"
+*$gdxin "/Users/bart/Documents/PLUM_Output/test/GamsTmp/China2020landuse.gdx"
 $gdxin %gdxincname%
 $load location, suitableLandArea, demand
 $load previousCropArea, previousFertIntensity, previousIrrigIntensity, previousOtherIntensity, previousRuminantFeed, previousMonogastricFeed, previousImportAmount, previousExportAmount
@@ -103,7 +103,7 @@ $load meatEfficency, otherICost, irrigCost, irrigConstraint, irrigMaxRate, ferti
 $load previousLandCoverArea, carbonCreditRate, conversionCost, woodYieldMaxParam, woodYieldSlopeParam, woodYieldShapeParam, tradeAdjustmentCostRate
 $load forestManagementCost, carbonForestMaxProportion, previousRotationIntensity, maxLandCoverChange, maxLandCoverArea
 $load fertLimRestricted, irrigLimRestricted, otherLimRestricted, fertLimConventional, irrigLimConventional, otherLimConventional
-$load solarEnergyDensity, agrivoltaicsYieldFactor, prodCost, animalProdCost, solarNpvRate
+$load solarEnergyDensity, agrivoltaicsYieldFactor, prodCost, animalProdCost, solarCostRate
 $load discountRate, energyPrice, monoculturePenalty, agrivoltaicsCropCostFactor, previousProduction, pastureIntensityPenalty
 $gdxin
 
@@ -156,7 +156,6 @@ $gdxin
        netImportIncrease(import_types)
        netImportDecrease(import_types)
        excessImports(import_types)
-       importFraction(all_types)
 
        landCoverArea(land_cover, protection, location)  land cover area in Mha
        landCoverChange(land_cover_before, land_cover_after, protection, location) land cover change in Mha
@@ -165,7 +164,6 @@ $gdxin
        woodYieldRota(location)              wood yield m3 per ha
        rotationIntensity(location)          equivalent to 1 divided by rotation period
        woodSupply                           total wood supply - million m3
-       forestryNPV(location)                NPV of wood production
        
        carbonCredits(location)              carbon credits generated - Mt C
        
@@ -174,7 +172,7 @@ $gdxin
 ;
 
 
- POSITIVE VARIABLE cropArea, fertI, irrigI, otherIntensity, yield, feedAmount, importAmount, exportAmount, cropProduction, excessImports, importFraction,
+ POSITIVE VARIABLE cropArea, fertI, irrigI, otherIntensity, yield, feedAmount, importAmount, exportAmount, cropProduction, excessImports,
                    landCoverArea, landCoverChange, woodYieldRota, rotationIntensity, woodSupply, totalProduction, netImportIncrease, netImportDecrease;
 
 
@@ -195,7 +193,6 @@ $gdxin
        MIN_NET_IMPORT_CONSTRAINT(import_types)
        MAX_NET_IMPORT_CONSTRAINT(import_types)
        NET_IMPORTS_CHANGE_CALC(import_types)
-       IMPORT_FRACTION_CALC(all_types)                   fraction of supply that is imported
 
        SETASIDE_AREA_CALC(farming_type, location)                                 setaside area constraint
        CROPLAND_LAND_COVER_CALC(protection, farming_type, location)               cropland area equals sum of all crop areas
@@ -209,7 +206,6 @@ $gdxin
        WOOD_YIELD_CALC(location)              wood yield at rotation - tC per ha
        WOOD_SUPPLY_CALC                       wood supply calculation
        WOOD_DEMAND_CONSTRAINT                 wood demand constraint
-       FORESTRY_NPV_CALC(location)            net present value of wood production (Faustmann's formula)    
 
        PV_ENERGY_DEMAND_CONSTRAINT        energy produced from photovoltaics
        AV_ENERGY_DEMAND_CONSTRAINT        energy produced from agrivoltaics
@@ -322,8 +318,6 @@ $gdxin
 
  WOOD_DEMAND_CONSTRAINT .. woodSupply =E= demand('wood') + exportAmount('wood') - importAmount('wood');
  
- FORESTRY_NPV_CALC(location) .. forestryNPV(location) =E= (-forestManagementCost) * rotationIntensity(location);
-                                                            
 *********** Carbon ***********************************
                                        
  CARBON_CREDIT_CALC(location) .. carbonCredits(location) =E= sum((land_cover_before, land_cover_after, protection), landCoverChange(land_cover_before, land_cover_after, protection, location) * carbonCreditRate(land_cover_before, land_cover_after, location));
@@ -348,8 +342,6 @@ $gdxin
  
  NET_IMPORTS_CHANGE_CALC(import_types) .. netImportIncrease(import_types) - netImportDecrease(import_types) =E= netImportAmount(import_types) - previousNetImport(import_types);
  
- IMPORT_FRACTION_CALC(all_types) .. importFraction(all_types) =E= importAmount(all_types) / (importAmount(all_types) + totalProduction(all_types) + delta);
- 
 * No imports or exports of pasture allowed
  importAmount.FX('pasture') = 0;
  exportAmount.FX('pasture') = 0;
@@ -371,10 +363,10 @@ $gdxin
                             - sum(animal, animalProdCost(animal) * totalProduction(animal) * (1 - subsidyRate(animal)))
 *                           Cost of feed imports
                             - sum(import_types, importPrices(import_types) * importAmount(import_types))
-*                           NPV of wood production                           
-                            + sum(location, forestryNPV(location) * landCoverArea('timberForest', 'unprotected', location))
-*                           NPV of solar energy                           
-                            + sum((solar_land, location), solarNpvRate(solar_land, location) * landCoverArea(solar_land, 'unprotected', location))                     
+*                           Cost of wood production                           
+                            - sum(location, forestManagementCost * rotationIntensity(location) * landCoverArea('timberForest', 'unprotected', location))
+*                           Cost of solar energy                           
+                            - sum((solar_land, location), solarCostRate(solar_land, location) * landCoverArea(solar_land, 'unprotected', location))                     
 *                           Land cover conversion costs
                             - sum(location, totalConversionCost(location))
 *                           Value of carbon credits
@@ -387,7 +379,7 @@ $gdxin
                             - sum(location, pastureIntensityPenalty * sqr(cropProduction('pasture', location))) / (sum(location, cropProduction('pasture', location)) + delta)
 *                           Small reward for increasing natural area to allow land abandonment
                             + sum((land_cover, protection, location)$(not sameAs(land_cover, 'natural')), 0.00001 * landCoverChange(land_cover, 'natural', protection, location))
-*                           Feed diversity penalty                            
+*                           Feed diversity penalty                          
                             - sum(animal, feedDiversityCost(animal) * sum(feed_crop, sqr(feedAmount(animal, feed_crop) * cropDM(feed_crop))) / (sum(feed_crop, feedAmount(animal, feed_crop) * cropDM(feed_crop)) + delta))
 *                           Net import change cost                            
                             - sum(import_types, tradeAdjustmentCostRate(import_types) * (netImportIncrease(import_types) + netImportDecrease(import_types)))
@@ -432,7 +424,7 @@ $gdxin
  parameter totalProdCost(all_types);
  parameter totalCropArea(crop);
  parameter netImportCost(all_types);
-* parameter importFraction(all_types);
+ parameter importFraction(all_types);
  parameter prodCostRate(crop);
  parameter productionShock(all_types);
  parameter woodProdCost;
@@ -445,12 +437,12 @@ $gdxin
  
  netImportCost(import_types) = importAmount.L(import_types) * importPrices(import_types) - exportAmount.l(import_types) * exportPrices(import_types);
 
-* importFraction(import_types) $ (importAmount.l(import_types) > 0) = importAmount.l(import_types) / (totalProduction.l(import_types) + importAmount.l(import_types));
+ importFraction(import_types) $ (importAmount.l(import_types) > 0) = importAmount.l(import_types) / (totalProduction.l(import_types) + importAmount.l(import_types));
 
  prodCostRate(crop)$[totalProduction.l(crop) <> 0] = totalProdCost(crop) / totalProduction.l(crop);
  
- totalProdCost(animal) = sum(feed_crop, importFraction.l(feed_crop) * feedAmount.l(animal, feed_crop) * importPrices(feed_crop)
-                                     +  (1 - importFraction.l(feed_crop)) * prodCostRate(feed_crop)) + totalProduction.l(animal) * animalProdCost(animal);
+ totalProdCost(animal) = sum(feed_crop, importFraction(feed_crop) * feedAmount.l(animal, feed_crop) * importPrices(feed_crop)
+                                     +  (1 - importFraction(feed_crop)) * prodCostRate(feed_crop)) + totalProduction.l(animal) * animalProdCost(animal);
 
  If(woodSupply.L > 0,
     woodProdCost = sum(location, forestManagementCost * rotationIntensity.L(location) * landCoverArea.L('timberForest', 'unprotected', location));
diff --git a/compress_txt.sh b/compress_txt.sh
deleted file mode 100644
index caf24a55ef081b89b33dc2ea22c6d2b1bf20b69a..0000000000000000000000000000000000000000
--- a/compress_txt.sh
+++ /dev/null
@@ -1,17 +0,0 @@
-#!/bin/sh
-#$ -o /exports/csce/eddie/geos/groups/LURG/models/PLUM/output/qlogs
-#$ -e /exports/csce/eddie/geos/groups/LURG/models/PLUM/output/qlogs
-#$ -l h_vmem=4G
-#$ -l h_rt=06:00:00
-#$ -R y
-
-umask 002
-
-if [ "$#" -ne 1  ]; then
-   echo "Need to specify scenario output dir"
-   exit
-fi
-
-cd $1
-
-find ./ -type f -name "*.txt" -exec gzip {} \;
diff --git a/data/sims/ssp_params.csv b/data/sims/ssp_params.csv
index 46c3c6a57484f9714721dba3c2017cd787bac324..9b016bf2b1f868fd8a00e5aeeadfd7312fd90ee5 100644
--- a/data/sims/ssp_params.csv
+++ b/data/sims/ssp_params.csv
@@ -113,4 +113,9 @@ SSP1,DIET_CONVERGENCE_PARAM,value,,,,,,0.7
 SSP2,DIET_CONVERGENCE_PARAM,value,,,,,,0
 SSP3,DIET_CONVERGENCE_PARAM,value,,,,,,0
 SSP4,DIET_CONVERGENCE_PARAM,value,,,,,,0.35
-SSP5,DIET_CONVERGENCE_PARAM,value,,,,,,0
\ No newline at end of file
+SSP5,DIET_CONVERGENCE_PARAM,value,,,,,,0
+SSP1,PV_EFFICIENCY_GROWTH_RATE,beta,0,0.0016,0.001,0.0012,0.0014,
+SSP2,PV_EFFICIENCY_GROWTH_RATE,beta,0,0.0016,0.0008,0.001,0.0012,
+SSP3,PV_EFFICIENCY_GROWTH_RATE,beta,0,0.0016,0.0004,0.0006,0.0008,
+SSP4,PV_EFFICIENCY_GROWTH_RATE,beta,0,0.0016,0.0008,0.001,0.0012,
+SSP5,PV_EFFICIENCY_GROWTH_RATE,beta,0,0.0016,0.0006,0.0008,0.001,
\ No newline at end of file
diff --git a/data/sims/ssp_sims_15_constClim.csv b/data/sims/ssp_sims_15_constClim.csv
deleted file mode 100644
index d8248dd3ff90765f36918e80493a4d37533c201a..0000000000000000000000000000000000000000
--- a/data/sims/ssp_sims_15_constClim.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,TRADE_ADJUSTMENT_COST_RATE,BIOENERGY_DEMAND_SHIFT,FERTILISER_COST_PER_T,IRRIG_COST_SCALE_FACTOR,IRRIGATION_EFFICIENCY_FACTOR,LAND_CONVERSION_COST_FACTOR,MARKET_LAMBDA,MEAT_EFFICIENCY,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,SSP_SCENARIO,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_MULTIPLIER,TRANSPORT_COST,RCP,FOREST_MANAGEMENT_COST,FORESTRY_DIR_TOP,DIET_CONVERGENCE_PARAM,YIELD_DIR_TOP,ENERGY_DEMAND_SCENARIO,CHANGE_YIELD_DATA_YEAR,CHANGE_DEMAND_YEAR
-ssp15/constClim/SSP1_RCP26,s1,1.390471444,0.005203813,1,1.377007909,0.000186479,0.927015543,1.362338381,0.5,1.015330234,1.17004803,0.5,1,1,SSP1,0.004369755,0.804684233,0.062552953,rcp26,2.461400918,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s2,1.480658912,0.004642271,1.05,1.266491375,0.000208934,0.966575035,1.423373233,0.45,1.001722993,1.20645001,0.45,1.05,0.95,SSP1,0.002847828,0.892981559,0.07077918,rcp26,2.706049354,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s3,1.296152457,0.005851815,0.95,1.478240275,0.000162245,0.893930509,1.295792386,0.55,1.027395492,1.129445191,0.55,0.95,1.05,SSP1,0.005676735,0.71845668,0.053430614,rcp26,2.202412073,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s4,1.346322165,0.004927144,1.025,1.185619321,0.000223096,0.87523313,1.246074305,0.525,0.992019633,1.229177513,0.475,1.025,0.925,SSP1,0.00502166,0.659406331,0.066590206,rcp26,2.860594888,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s5,1.540922046,0.006353889,0.925,1.426260832,0.000175174,0.945020644,1.391912976,0.425,1.021304216,1.151331146,0.575,0.925,1.025,SSP1,0.001726546,0.846202333,0.046846907,rcp26,2.339651708,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s6,1.433695834,0.004302508,0.975,1.325667494,0.000144799,0.910471313,1.462682671,0.575,1.009005602,1.098840605,0.425,0.975,0.975,SSP1,0.006413235,0.955955003,0.058313065,rcp26,2.021731902,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s7,1.228093366,0.005499863,1.075,1.541879471,0.000197384,0.997132089,1.331530348,0.475,1.03435623,1.187822924,0.525,1.075,1.075,SSP1,0.003669053,0.763628922,0.075734829,rcp26,2.579910044,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s8,1.265842226,0.004787707,0.9625,1.451544141,0.000191921,0.980034961,1.204630407,0.5875,0.997353971,1.073318993,0.5375,1.0625,1.0125,SSP1,0.002347074,0.868522649,0.050482815,rcp26,2.970826358,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s9,1.456335288,0.006072032,1.0625,1.230503196,0.000130902,0.902297657,1.377099268,0.4875,1.024302181,1.178947131,0.4375,0.9625,0.9125,SSP1,0.005345281,0.691859721,0.068639719,rcp26,2.401571438,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s10,1.58710894,0.004063283,1.0125,1.587730873,0.000169021,0.935734916,1.441341302,0.5375,1.012242155,1.216924593,0.5875,0.9125,1.0625,SSP1,0.004029018,0.784350888,0.079126161,rcp26,2.120926978,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s11,1.36877939,0.005347622,0.9125,1.351891666,0.00021546,0.863047933,1.314610183,0.4375,1.038878589,1.140987475,0.4875,1.0125,0.9625,SSP1,0.006884238,1.006856661,0.060480582,rcp26,2.641180217,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s12,1.32243393,0.004484547,1.0875,1.401614533,0.00018094,0.885082248,1.273826589,0.4625,0.984559913,1.245590056,0.5625,0.9875,1.0375,SSP1,0.004698554,0.825130421,0.064575794,rcp26,1.882500542,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s13,1.507973793,0.005665445,0.9875,1.120130396,0.000233282,0.955156233,1.407167489,0.5625,1.018332497,1.160919096,0.4625,1.0875,0.9375,SSP1,0.000839538,0.613112317,0.041657145,rcp26,2.520438558,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s14,1.411937921,0.005064732,0.9375,1.507563075,0.000202998,0.918653086,1.491964478,0.4125,1.005539209,1.115936374,0.5125,1.0375,1.0875,SSP1,0.006026475,0.741933969,0.055991817,rcp26,2.777350988,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s15,1.172809052,0.006781124,1.0375,1.297574013,0.000154446,1.022575606,1.347276677,0.5125,1.030685334,1.196896168,0.4125,0.9375,0.9875,SSP1,0.003280171,0.921083111,0.073091807,rcp26,2.274034128,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s16,1.203960116,0.005133888,1.06875,1.338960163,0.00016573,0.949959936,1.36973435,0.56875,1.0290073,1.156198793,0.48125,1.06875,1.06875,SSP1,0.005848446,0.814862461,0.044557166,rcp26,2.307426439,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s17,1.422746543,0.007159774,0.96875,1.562537679,0.0002121,0.880333144,1.16838005,0.46875,1.003684746,1.236562242,0.58125,0.96875,0.96875,SSP1,0.003070644,0.574543273,0.065581475,rcp26,2.816929884,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s18,1.523474161,0.004565488,0.91875,1.209584613,0.000189205,1.008199097,1.305498819,0.51875,1.016838571,1.192319377,0.43125,0.91875,1.01875,SSP1,0.004535244,0.730483721,0.074356514,rcp26,2.550040767,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s19,1.334607274,0.005755405,1.01875,1.438780596,0.000119327,0.914550153,1.432065374,0.41875,0.9786334,1.108005108,0.53125,1.01875,0.91875,SSP1,0.000115776,0.906440719,0.057176151,rcp26,1.959969738,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s20,1.379685744,0.004194179,0.99375,1.282499262,0.000200163,0.898153236,1.39945749,0.49375,1.036454037,1.174513298,0.40625,0.99375,1.09375,SSP1,0.003851968,0.857159692,0.069693975,rcp26,2.673022884,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s21,1.624765429,0.005422421,1.09375,1.492467146,0.000149939,0.972980494,1.260947962,0.59375,1.010646915,1.05107336,0.50625,1.09375,0.99375,SSP1,0.006632513,0.676645953,0.05201829,rcp26,2.163248832,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s22,1.468222081,0.004857886,1.04375,1.064679443,0.000178094,0.854588992,1.339516093,0.44375,1.022796049,1.135403181,0.45625,1.04375,1.04375,SSP1,0.002057027,0.774071792,0.06152562,rcp26,2.431662193,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
-ssp15/constClim/SSP1_RCP26,s23,1.281649413,0.006202358,0.94375,1.389340551,0.000227689,0.931318688,1.475746688,0.54375,0.994849325,1.211533756,0.55625,0.94375,0.94375,SSP1,0.005182992,0.97819387,0.081582365,rcp26,3.053826076,ssp126,0.7,rcp26,SSP1_RCP26,FALSE,TRUE
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-ssp15/constClim/SSP5_RCP85,s4,0.770639196,0.004927144,1.025,0.63036254,0.000171538,0.924761565,0.571542376,0.525,1.00220225,0.933527002,0.475,1.025,0.925,SSP5,0.004173265,0.387371373,0.041686947,rcp85,2.559838745,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s5,0.995502837,0.006353889,0.925,0.751196277,8.86E-05,0.975407152,0.849181884,0.425,1.011818554,0.823139717,0.575,0.925,1.025,SSP5,0.003176874,0.713535211,0.024265163,rcp85,1.782235264,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s6,0.864760247,0.004302508,0.975,0.6932621,5.44E-05,0.952346562,1.029182227,0.575,1.007689883,0.773730496,0.425,0.975,0.975,SSP5,0.004701702,0.92597876,0.033409795,rcp85,1.439222059,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s7,0.659086147,0.005499863,1.075,0.838098481,0.000122971,1.00720901,0.718900773,0.475,1.017029683,0.868123204,0.525,1.075,1.075,SSP5,0.003749212,0.561543291,0.053153119,rcp85,2.113276756,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s8,0.692824604,0.004787707,0.9625,0.767995747,0.000113805,0.9969939,0.514888439,0.5875,1.003945844,0.754937791,0.5375,1.0625,1.0125,SSP5,0.003359896,0.75606799,0.026908187,rcp85,2.746150186,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s9,0.890898673,0.006072032,1.0625,0.648664108,4.36E-05,0.946449185,0.815190858,0.4875,1.012903302,0.856231049,0.4375,0.9625,0.9125,SSP5,0.004283851,0.439013437,0.044008198,rcp85,1.862127412,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s10,1.057641542,0.004063283,1.0125,0.881822014,8.04E-05,0.969438454,0.971930219,0.5375,1.008743479,0.912220592,0.5875,0.9125,1.0625,SSP5,0.003857923,0.598740948,0.058342887,rcp85,1.533631839,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s11,0.79383973,0.005347622,0.9125,0.707156261,0.000156276,0.913190087,0.686324282,0.4375,1.019344384,0.812112315,0.4875,1.0125,0.9625,SSP5,0.004934322,1.025712139,0.03542421,rcp85,2.206072698,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s12,0.746684562,0.004484547,1.0875,0.735770398,9.68E-05,0.933139267,0.61476034,0.4625,0.999657167,0.965206588,0.5625,0.9875,1.0375,SSP5,0.004067328,0.673867127,0.039519427,rcp85,1.326909653,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s13,0.953405896,0.005665445,0.9875,0.606346643,0.000192715,0.981784147,0.885548621,0.5625,1.010782456,0.834000154,0.4625,1.0875,0.9375,SSP5,0.002907587,0.318435111,0.020873828,rcp85,2.026242409,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s14,0.840336155,0.005064732,0.9375,0.809346591,0.000132844,0.958046563,1.111558558,0.4125,1.006573868,0.788113243,0.5125,1.0375,1.0875,SSP5,0.004537894,0.52341075,0.03136028,rcp85,2.422238817,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s15,0.61272603,0.006781124,1.0375,0.67919605,6.36E-05,1.022251812,0.750759656,0.5125,1.015407014,0.880988481,0.4125,0.9375,0.9875,SSP5,0.003633668,0.857776156,0.049517207,rcp85,1.702020789,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s16,0.638408534,0.005133888,1.06875,0.700208656,7.63E-05,0.978530989,0.798781135,0.56875,1.014716588,0.828574081,0.48125,1.06875,1.06875,SSP5,0.004468,0.654733152,0.022714722,rcp85,1.742257697,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s17,0.852385105,0.007159774,0.96875,0.85695306,0.000149766,0.929186091,0.47263954,0.46875,1.005979419,0.947298956,0.58125,0.96875,0.96875,SSP5,0.003571952,0.265670907,0.040588062,rcp85,2.487233532,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s18,0.972987585,0.004565488,0.91875,0.639936388,0.000109415,1.013764638,0.669488626,0.51875,1.010273298,0.874406036,0.43125,0.91875,1.01875,SSP5,0.004015154,0.503647524,0.051218315,rcp85,2.069175232,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s19,0.758799454,0.005755405,1.01875,0.759385081,3.67E-05,0.955211172,0.947824867,0.41875,0.997481928,0.781251049,0.53125,1.01875,0.91875,SSP5,0.002675279,0.829271203,0.032392451,rcp85,1.38646109,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s20,0.805349628,0.004194179,0.99375,0.671973985,0.000127802,0.9433673,0.866995992,0.49375,1.018048777,0.850532349,0.40625,0.99375,1.09375,SSP5,0.003804196,0.734354699,0.045251668,rcp85,2.255464595,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s21,1.111220913,0.005422421,1.09375,0.797581292,5.91E-05,0.992732069,0.594163887,0.59375,1.00822234,0.7409149,0.50625,1.09375,0.99375,SSP5,0.004804264,0.414483521,0.028093309,rcp85,1.577474392,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s22,0.904925829,0.004857886,1.04375,0.588261839,9.27E-05,0.903924514,0.734871617,0.44375,1.012352697,0.806440845,0.45625,1.04375,1.04375,SSP5,0.003274665,0.580199158,0.036432034,rcp85,1.902370608,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s23,0.70746719,0.006202358,0.94375,0.728409805,0.000180989,0.966549533,1.0654112,0.54375,1.003132521,0.903401698,0.55625,0.94375,0.94375,SSP5,0.004227759,0.969576973,0.062595414,rcp85,2.887587945,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s24,0.676887605,0.004397764,1.00625,0.822632024,0.000163448,0.972384192,0.831955272,0.43125,1.021272836,0.83944848,0.56875,0.90625,0.95625,SSP5,0.005127261,0.461744792,0.025643478,rcp85,2.158805481,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s25,0.877558989,0.005580603,0.90625,0.686273722,8.45E-05,0.919609584,0.545838675,0.53125,1.009256877,0.992597265,0.46875,1.00625,1.05625,SSP5,0.003910769,0.778907119,0.042823862,rcp85,1.487823336,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s26,1.022562615,0.004995951,0.95625,0.743347073,4.93E-05,1.001748147,0.702753526,0.48125,1.013475814,0.887944848,0.51875,1.05625,0.90625,SSP5,0.004342086,1.110384166,0.055442863,rcp85,1.822135891,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s27,0.782293275,0.006538331,1.05625,0.619482494,0.000118315,0.949433338,0.998681014,0.58125,1.004677964,0.794519255,0.41875,0.95625,1.00625,SSP5,0.003436409,0.617275376,0.034418527,rcp85,2.6436835,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s28,0.734187341,0.004716058,0.93125,0.920723635,6.80E-05,0.960870336,0.905028088,0.50625,1.016167702,0.862081003,0.54375,1.03125,0.98125,SSP5,0.003692541,0.356303485,0.038474387,rcp85,1.661317784,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s29,0.935869183,0.005956493,1.03125,0.714145436,0.000138144,1.035193194,0.633940292,0.40625,1.007142015,0.765200002,0.44375,0.93125,1.08125,SSP5,0.004614764,0.693423916,0.018417623,rcp85,2.362763658,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
-ssp15/constClim/SSP5_RCP85,s30,0.828529581,0.003882887,1.08125,0.77713252,0.000209272,0.936765129,0.766651477,0.55625,1.01129641,0.817664535,0.59375,0.98125,0.93125,SSP5,0.003059544,0.889548112,0.030306022,rcp85,1.984257324,ssp585,0,rcp85,SSP5_RCP85,FALSE,TRUE
\ No newline at end of file
diff --git a/data/sims/ssp_sims_15_constSE.csv b/data/sims/ssp_sims_15_constSE.csv
deleted file mode 100644
index 9c663c5ec09dea744a09a943689347f7c01d724d..0000000000000000000000000000000000000000
--- a/data/sims/ssp_sims_15_constSE.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,TRADE_ADJUSTMENT_COST_RATE,BIOENERGY_DEMAND_SHIFT,FERTILISER_COST_PER_T,IRRIG_COST_SCALE_FACTOR,IRRIGATION_EFFICIENCY_FACTOR,LAND_CONVERSION_COST_FACTOR,MARKET_LAMBDA,MEAT_EFFICIENCY,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,SSP_SCENARIO,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_MULTIPLIER,TRANSPORT_COST,RCP,FOREST_MANAGEMENT_COST,FORESTRY_DIR_TOP,DIET_CONVERGENCE_PARAM,YIELD_DIR_TOP,ENERGY_DEMAND_SCENARIO,CHANGE_YIELD_DATA_YEAR,CHANGE_DEMAND_YEAR
-ssp15/constSE/SSP1_RCP26,s1,1.390471444,0.005203813,1,1.377007909,0.000186479,0.927015543,1.362338381,0.5,1.015330234,1.17004803,0.5,1,1,SSP1,0.004369755,0.804684233,0.062552953,rcp26,2.461400918,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s2,1.480658912,0.004642271,1.05,1.266491375,0.000208934,0.966575035,1.423373233,0.45,1.001722993,1.20645001,0.45,1.05,0.95,SSP1,0.002847828,0.892981559,0.07077918,rcp26,2.706049354,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s3,1.296152457,0.005851815,0.95,1.478240275,0.000162245,0.893930509,1.295792386,0.55,1.027395492,1.129445191,0.55,0.95,1.05,SSP1,0.005676735,0.71845668,0.053430614,rcp26,2.202412073,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s4,1.346322165,0.004927144,1.025,1.185619321,0.000223096,0.87523313,1.246074305,0.525,0.992019633,1.229177513,0.475,1.025,0.925,SSP1,0.00502166,0.659406331,0.066590206,rcp26,2.860594888,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s5,1.540922046,0.006353889,0.925,1.426260832,0.000175174,0.945020644,1.391912976,0.425,1.021304216,1.151331146,0.575,0.925,1.025,SSP1,0.001726546,0.846202333,0.046846907,rcp26,2.339651708,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s6,1.433695834,0.004302508,0.975,1.325667494,0.000144799,0.910471313,1.462682671,0.575,1.009005602,1.098840605,0.425,0.975,0.975,SSP1,0.006413235,0.955955003,0.058313065,rcp26,2.021731902,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s7,1.228093366,0.005499863,1.075,1.541879471,0.000197384,0.997132089,1.331530348,0.475,1.03435623,1.187822924,0.525,1.075,1.075,SSP1,0.003669053,0.763628922,0.075734829,rcp26,2.579910044,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s8,1.265842226,0.004787707,0.9625,1.451544141,0.000191921,0.980034961,1.204630407,0.5875,0.997353971,1.073318993,0.5375,1.0625,1.0125,SSP1,0.002347074,0.868522649,0.050482815,rcp26,2.970826358,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s9,1.456335288,0.006072032,1.0625,1.230503196,0.000130902,0.902297657,1.377099268,0.4875,1.024302181,1.178947131,0.4375,0.9625,0.9125,SSP1,0.005345281,0.691859721,0.068639719,rcp26,2.401571438,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s10,1.58710894,0.004063283,1.0125,1.587730873,0.000169021,0.935734916,1.441341302,0.5375,1.012242155,1.216924593,0.5875,0.9125,1.0625,SSP1,0.004029018,0.784350888,0.079126161,rcp26,2.120926978,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s11,1.36877939,0.005347622,0.9125,1.351891666,0.00021546,0.863047933,1.314610183,0.4375,1.038878589,1.140987475,0.4875,1.0125,0.9625,SSP1,0.006884238,1.006856661,0.060480582,rcp26,2.641180217,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s12,1.32243393,0.004484547,1.0875,1.401614533,0.00018094,0.885082248,1.273826589,0.4625,0.984559913,1.245590056,0.5625,0.9875,1.0375,SSP1,0.004698554,0.825130421,0.064575794,rcp26,1.882500542,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s13,1.507973793,0.005665445,0.9875,1.120130396,0.000233282,0.955156233,1.407167489,0.5625,1.018332497,1.160919096,0.4625,1.0875,0.9375,SSP1,0.000839538,0.613112317,0.041657145,rcp26,2.520438558,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s14,1.411937921,0.005064732,0.9375,1.507563075,0.000202998,0.918653086,1.491964478,0.4125,1.005539209,1.115936374,0.5125,1.0375,1.0875,SSP1,0.006026475,0.741933969,0.055991817,rcp26,2.777350988,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s15,1.172809052,0.006781124,1.0375,1.297574013,0.000154446,1.022575606,1.347276677,0.5125,1.030685334,1.196896168,0.4125,0.9375,0.9875,SSP1,0.003280171,0.921083111,0.073091807,rcp26,2.274034128,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s16,1.203960116,0.005133888,1.06875,1.338960163,0.00016573,0.949959936,1.36973435,0.56875,1.0290073,1.156198793,0.48125,1.06875,1.06875,SSP1,0.005848446,0.814862461,0.044557166,rcp26,2.307426439,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s17,1.422746543,0.007159774,0.96875,1.562537679,0.0002121,0.880333144,1.16838005,0.46875,1.003684746,1.236562242,0.58125,0.96875,0.96875,SSP1,0.003070644,0.574543273,0.065581475,rcp26,2.816929884,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s18,1.523474161,0.004565488,0.91875,1.209584613,0.000189205,1.008199097,1.305498819,0.51875,1.016838571,1.192319377,0.43125,0.91875,1.01875,SSP1,0.004535244,0.730483721,0.074356514,rcp26,2.550040767,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s19,1.334607274,0.005755405,1.01875,1.438780596,0.000119327,0.914550153,1.432065374,0.41875,0.9786334,1.108005108,0.53125,1.01875,0.91875,SSP1,0.000115776,0.906440719,0.057176151,rcp26,1.959969738,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP1_RCP26,s20,1.379685744,0.004194179,0.99375,1.282499262,0.000200163,0.898153236,1.39945749,0.49375,1.036454037,1.174513298,0.40625,0.99375,1.09375,SSP1,0.003851968,0.857159692,0.069693975,rcp26,2.673022884,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
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-ssp15/constSE/SSP1_RCP26,s28,1.309671755,0.004716058,0.93125,1.622856843,0.00015851,0.922801128,1.415111062,0.50625,1.032455285,1.183374933,0.54375,1.03125,0.98125,SSP1,0.00347898,0.639024457,0.063567971,rcp26,2.239162648,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
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-ssp15/constSE/SSP1_RCP26,s30,1.401201089,0.003882887,1.08125,1.46465471,0.000241052,0.889590615,1.35486766,0.55625,1.019818767,1.146276694,0.59375,0.98125,0.93125,SSP1,0.001335074,0.937349589,0.054748349,rcp26,2.490942776,ssp126,0.7,rcp26,SSP1_RCP26,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s1,1.004888466,0.006076687,1,1.009731116,0.000150027,1.000835035,1,0.5,1,1.000118641,0.5,1,1,SSP2,0.002,1,0.05,rcp45,2.119213208,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s2,1.093701997,0.005607019,1.05,0.918553757,0.000167256,1.018360007,1.051603449,0.45,0.995864531,1.029248353,0.45,1.05,0.95,SSP2,0.001587534,1.082709387,0.054155773,rcp45,2.355939596,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s3,0.918210255,0.006580106,0.95,1.104986255,0.000132811,0.983680217,0.948396551,0.55,1.004135469,0.971041341,0.55,0.95,1.05,SSP2,0.002412466,0.917290613,0.045844227,rcp45,1.88989326,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s4,0.963587047,0.005850278,1.025,0.858208655,0.000179161,0.97189595,0.912218157,0.525,0.992969956,1.049640709,0.475,1.025,0.925,SSP2,0.002195034,0.859399119,0.051967397,rcp45,2.519269018,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s5,1.156851633,0.006952389,0.925,1.054408289,0.000141863,1.009079151,1.02440409,0.425,1.001956267,0.986354024,0.575,0.925,1.025,SSP2,0.001298123,1.039125343,0.042948839,rcp45,2.009055024,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s6,1.04666768,0.005298649,0.975,0.965968742,0.000120927,0.992673666,1.087781843,0.575,0.998043733,0.950748321,0.425,0.975,0.975,SSP2,0.002701877,1.140600881,0.048032603,rcp45,1.740170224,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s7,0.8590969,0.006310644,1.075,1.172964832,0.000158194,1.030846409,0.97559591,0.475,1.007030044,1.013894977,0.525,1.075,1.075,SSP2,0.001804966,0.960874657,0.057051161,rcp45,2.231041257,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s8,0.89154906,0.00573267,0.9625,1.078526725,0.000154062,1.023932627,0.883292653,0.5875,0.994567485,0.934609508,0.5375,1.0625,1.0125,SSP2,0.001457959,1.059985148,0.044544782,rcp45,2.644865524,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s9,1.069118317,0.006744899,1.0625,0.891110633,0.000111625,0.988356367,1.012050952,0.4875,1.002999257,1.0069208,0.4375,0.9625,0.9125,SSP2,0.002299066,0.891349695,0.053015411,rcp45,2.064522025,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
-ssp15/constSE/SSP2_RCP45,s10,1.207666949,0.005064884,1.0125,1.227382847,0.000137523,1.004895969,1.067805818,0.5375,0.99903392,1.038387124,0.5875,0.9125,1.0625,SSP2,0.001903693,0.980678409,0.059346229,rcp45,1.821413809,ssp245,0,rcp45,SSP2_RCP45,TRUE,FALSE
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-ssp15/constSE/SSP3_RCP70,s1,0.693843116,0.009,1,0.870145681,0.000105125,1.099726093,1,0.5,1,0.956788081,0.5,1,1,SSP3,3.69E-05,1.431430072,0.042649021,rcp70,1.970822994,ssp370,0,rcp70,SSP3_RCP70,TRUE,FALSE
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-ssp15/constSE/SSP4_RCP60,s30,0.828529581,0.005872739,1.08125,1.271125682,0.0002443,0.956561083,1.10073182,0.55625,1.003008722,0.99954867,0.59375,0.98125,0.93125,SSP4,0.000380648,1.386527699,0.047330369,rcp60,2.408110786,ssp460,0.35,rcp60,SSP4_RCP60,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s1,0.816890551,0.005203813,1,0.721216207,0.000105125,0.963699163,0.782630634,0.5,1.009765788,0.844949007,0.5,1,1,SSP5,0.003963073,0.635905109,0.037447053,rcp85,1.943025518,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s2,0.919830436,0.004642271,1.05,0.664540414,0.000143758,0.988830731,0.925677762,0.45,1.005350922,0.895372078,0.45,1.05,0.95,SSP5,0.00350657,0.803172883,0.046569405,rcp85,2.307475889,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s3,0.72117359,0.005851815,0.95,0.786932167,7.22E-05,0.940154034,0.652093279,0.55,1.014077166,0.800598556,0.55,0.95,1.05,SSP5,0.004403162,0.483175491,0.029220816,rcp85,1.619903725,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s4,0.770639196,0.004927144,1.025,0.63036254,0.000171538,0.924761565,0.571542376,0.525,1.00220225,0.933527002,0.475,1.025,0.925,SSP5,0.004173265,0.387371373,0.041686947,rcp85,2.559838745,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s5,0.995502837,0.006353889,0.925,0.751196277,8.86E-05,0.975407152,0.849181884,0.425,1.011818554,0.823139717,0.575,0.925,1.025,SSP5,0.003176874,0.713535211,0.024265163,rcp85,1.782235264,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s6,0.864760247,0.004302508,0.975,0.6932621,5.44E-05,0.952346562,1.029182227,0.575,1.007689883,0.773730496,0.425,0.975,0.975,SSP5,0.004701702,0.92597876,0.033409795,rcp85,1.439222059,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s7,0.659086147,0.005499863,1.075,0.838098481,0.000122971,1.00720901,0.718900773,0.475,1.017029683,0.868123204,0.525,1.075,1.075,SSP5,0.003749212,0.561543291,0.053153119,rcp85,2.113276756,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s8,0.692824604,0.004787707,0.9625,0.767995747,0.000113805,0.9969939,0.514888439,0.5875,1.003945844,0.754937791,0.5375,1.0625,1.0125,SSP5,0.003359896,0.75606799,0.026908187,rcp85,2.746150186,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s9,0.890898673,0.006072032,1.0625,0.648664108,4.36E-05,0.946449185,0.815190858,0.4875,1.012903302,0.856231049,0.4375,0.9625,0.9125,SSP5,0.004283851,0.439013437,0.044008198,rcp85,1.862127412,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s10,1.057641542,0.004063283,1.0125,0.881822014,8.04E-05,0.969438454,0.971930219,0.5375,1.008743479,0.912220592,0.5875,0.9125,1.0625,SSP5,0.003857923,0.598740948,0.058342887,rcp85,1.533631839,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s11,0.79383973,0.005347622,0.9125,0.707156261,0.000156276,0.913190087,0.686324282,0.4375,1.019344384,0.812112315,0.4875,1.0125,0.9625,SSP5,0.004934322,1.025712139,0.03542421,rcp85,2.206072698,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s12,0.746684562,0.004484547,1.0875,0.735770398,9.68E-05,0.933139267,0.61476034,0.4625,0.999657167,0.965206588,0.5625,0.9875,1.0375,SSP5,0.004067328,0.673867127,0.039519427,rcp85,1.326909653,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s13,0.953405896,0.005665445,0.9875,0.606346643,0.000192715,0.981784147,0.885548621,0.5625,1.010782456,0.834000154,0.4625,1.0875,0.9375,SSP5,0.002907587,0.318435111,0.020873828,rcp85,2.026242409,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s14,0.840336155,0.005064732,0.9375,0.809346591,0.000132844,0.958046563,1.111558558,0.4125,1.006573868,0.788113243,0.5125,1.0375,1.0875,SSP5,0.004537894,0.52341075,0.03136028,rcp85,2.422238817,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s15,0.61272603,0.006781124,1.0375,0.67919605,6.36E-05,1.022251812,0.750759656,0.5125,1.015407014,0.880988481,0.4125,0.9375,0.9875,SSP5,0.003633668,0.857776156,0.049517207,rcp85,1.702020789,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s16,0.638408534,0.005133888,1.06875,0.700208656,7.63E-05,0.978530989,0.798781135,0.56875,1.014716588,0.828574081,0.48125,1.06875,1.06875,SSP5,0.004468,0.654733152,0.022714722,rcp85,1.742257697,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s17,0.852385105,0.007159774,0.96875,0.85695306,0.000149766,0.929186091,0.47263954,0.46875,1.005979419,0.947298956,0.58125,0.96875,0.96875,SSP5,0.003571952,0.265670907,0.040588062,rcp85,2.487233532,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s18,0.972987585,0.004565488,0.91875,0.639936388,0.000109415,1.013764638,0.669488626,0.51875,1.010273298,0.874406036,0.43125,0.91875,1.01875,SSP5,0.004015154,0.503647524,0.051218315,rcp85,2.069175232,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s19,0.758799454,0.005755405,1.01875,0.759385081,3.67E-05,0.955211172,0.947824867,0.41875,0.997481928,0.781251049,0.53125,1.01875,0.91875,SSP5,0.002675279,0.829271203,0.032392451,rcp85,1.38646109,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s20,0.805349628,0.004194179,0.99375,0.671973985,0.000127802,0.9433673,0.866995992,0.49375,1.018048777,0.850532349,0.40625,0.99375,1.09375,SSP5,0.003804196,0.734354699,0.045251668,rcp85,2.255464595,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s21,1.111220913,0.005422421,1.09375,0.797581292,5.91E-05,0.992732069,0.594163887,0.59375,1.00822234,0.7409149,0.50625,1.09375,0.99375,SSP5,0.004804264,0.414483521,0.028093309,rcp85,1.577474392,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s22,0.904925829,0.004857886,1.04375,0.588261839,9.27E-05,0.903924514,0.734871617,0.44375,1.012352697,0.806440845,0.45625,1.04375,1.04375,SSP5,0.003274665,0.580199158,0.036432034,rcp85,1.902370608,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s23,0.70746719,0.006202358,0.94375,0.728409805,0.000180989,0.966549533,1.0654112,0.54375,1.003132521,0.903401698,0.55625,0.94375,0.94375,SSP5,0.004227759,0.969576973,0.062595414,rcp85,2.887587945,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s24,0.676887605,0.004397764,1.00625,0.822632024,0.000163448,0.972384192,0.831955272,0.43125,1.021272836,0.83944848,0.56875,0.90625,0.95625,SSP5,0.005127261,0.461744792,0.025643478,rcp85,2.158805481,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s25,0.877558989,0.005580603,0.90625,0.686273722,8.45E-05,0.919609584,0.545838675,0.53125,1.009256877,0.992597265,0.46875,1.00625,1.05625,SSP5,0.003910769,0.778907119,0.042823862,rcp85,1.487823336,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s26,1.022562615,0.004995951,0.95625,0.743347073,4.93E-05,1.001748147,0.702753526,0.48125,1.013475814,0.887944848,0.51875,1.05625,0.90625,SSP5,0.004342086,1.110384166,0.055442863,rcp85,1.822135891,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s27,0.782293275,0.006538331,1.05625,0.619482494,0.000118315,0.949433338,0.998681014,0.58125,1.004677964,0.794519255,0.41875,0.95625,1.00625,SSP5,0.003436409,0.617275376,0.034418527,rcp85,2.6436835,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s28,0.734187341,0.004716058,0.93125,0.920723635,6.80E-05,0.960870336,0.905028088,0.50625,1.016167702,0.862081003,0.54375,1.03125,0.98125,SSP5,0.003692541,0.356303485,0.038474387,rcp85,1.661317784,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s29,0.935869183,0.005956493,1.03125,0.714145436,0.000138144,1.035193194,0.633940292,0.40625,1.007142015,0.765200002,0.44375,0.93125,1.08125,SSP5,0.004614764,0.693423916,0.018417623,rcp85,2.362763658,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
-ssp15/constSE/SSP5_RCP85,s30,0.828529581,0.003882887,1.08125,0.77713252,0.000209272,0.936765129,0.766651477,0.55625,1.01129641,0.817664535,0.59375,0.98125,0.93125,SSP5,0.003059544,0.889548112,0.030306022,rcp85,1.984257324,ssp585,0,rcp85,SSP5_RCP85,TRUE,FALSE
\ No newline at end of file
diff --git a/src/ac/ed/lurg/ModelConfig.java b/src/ac/ed/lurg/ModelConfig.java
index b6741a8a8544be8895bddd137422937621175f7f..469d52fc3b8734ba070a2bae8a73f9ff7f0a6081 100755
--- a/src/ac/ed/lurg/ModelConfig.java
+++ b/src/ac/ed/lurg/ModelConfig.java
@@ -601,7 +601,8 @@ public class ModelConfig {
 	public static final double PV_MAINTENANCE_COST = getDoubleProperty("PV_MAINTENANCE_COST", 0.0132); // $1000/kW/yr
 	public static final double PV_LIFESPAN = getDoubleProperty("PV_LIFESPAN", 25.0); // years
 	// https://www.ise.fraunhofer.de/en/publications/studies/photovoltaics-report.html
-	public static final double PV_EFFICIENCY = getDoubleProperty("PV_EFFICIENCY", 0.209);
+	public static final double BASE_PV_EFFICIENCY = getDoubleProperty("BASE_PV_EFFICIENCY", 0.209); // initial PV efficiency
+	public static final double PV_EFFICIENCY_GROWTH_RATE = getDoubleProperty("PV_EFFICIENCY_GROWTH_RATE", 0.001);
 
 	// GSR and performance ratio from https://doi.org/10.1016/j.energy.2015.10.108
 	public static final double PV_GSR = getDoubleProperty("PV_GSR", 0.75); // Generator to System Ratio (area of (PV + spacing) / total area)
diff --git a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
index 1eee0b327bd529156b5f2266b42e8b02a4a17080..f6e30113e2f1296406a9152f6dc5b143a8dc6725 100644
--- a/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsLocationOptimiser.java
@@ -508,7 +508,7 @@ public class GamsLocationOptimiser {
 
 		// Solar
 		GAMSParameter solarEnergyP = inDB.addParameter("solarEnergyDensity", 2);
-		GAMSParameter solarNpvP = inDB.addParameter("solarNpvRate", 2);
+		GAMSParameter solarNpvP = inDB.addParameter("solarCostRate", 2);
 		GAMSParameter avYieldFactorP = inDB.addParameter("agrivoltaicsYieldFactor", 3);
 		AgrivoltaicsYieldManager agrivoltParamManager = AgrivoltaicsYieldManager.getInstance();
 		Map<Integer, ? extends SolarPotentialItem> solarPotentials = inputData.getSolarPotentials();
@@ -516,7 +516,6 @@ public class GamsLocationOptimiser {
 		for (Integer locationId : inputData.getLocations()) {
 			String locString = Integer.toString(locationId);
 
-
 			// If crop yields missing, set solar potential to zero otherwise GAMS will prioritise those areas
 			boolean yieldMissing = inputData.getYields().get(locationId).isMissing();
 
@@ -525,20 +524,20 @@ public class GamsLocationOptimiser {
 				v.add(lc.getName());
 				v.add(locString);
 
-				double energy, npv;
+				double energy, cost;
 
 				if (ModelConfig.IS_PHOTOVOLTAICS_ON || ModelConfig.IS_AGRIVOLTAICS_ON) {
 					energy = solarPotentials.containsKey(locationId) ? solarPotentials.get(locationId).getEnergyDensity(lc) : 0.0;
-					npv = solarPotentials.containsKey(locationId) ? solarPotentials.get(locationId).getNPV(lc) : 0;
+					cost = solarPotentials.containsKey(locationId) ? solarPotentials.get(locationId).getAnnualCost(lc) : 0;
 					energy = yieldMissing ? 0 : energy;
-					npv = yieldMissing ? -100 : npv;
+					cost = yieldMissing ? 100 : cost;
 				} else {
 					energy = 1;
-					npv = -100;
+					cost = 100;
 				}
 
 				setGamsParamValue(solarEnergyP.addRecord(v), energy, -1);
-				setGamsParamValue(solarNpvP.addRecord(v), npv, -1);
+				setGamsParamValue(solarNpvP.addRecord(v), cost, -1);
 			}
 
 			for (CropType crop : CropType.getNonMeatTypes()) {
diff --git a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
index 94b51b684de5a78ac749e701e740570ce2a065d5..4d7495fb6c79c0c55ef65f15af2786076cc44e96 100644
--- a/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
+++ b/src/ac/ed/lurg/country/gams/GamsRasterOptimiser.java
@@ -329,10 +329,10 @@ public class GamsRasterOptimiser {
 
 				for (LandCoverType lc : Arrays.asList(LandCoverType.PHOTOVOLTAICS, LandCoverType.AGRIVOLTAICS)) {
 					double energyAgg = aggregateMean(aggSolarPot.getEnergyDensity(lc), areaSoFar, solarPotentialItem.getEnergyDensity(lc), areaThisTime);
-					double npvAgg = aggregateMean(aggSolarPot.getNPV(lc), areaSoFar, solarPotentialItem.getNPV(lc), areaThisTime);
+					double npvAgg = aggregateMean(aggSolarPot.getAnnualCost(lc), areaSoFar, solarPotentialItem.getAnnualCost(lc), areaThisTime);
 
 					aggSolarPot.setEnergyDensity(lc, energyAgg);
-					aggSolarPot.setNPV(lc, npvAgg);
+					aggSolarPot.setAnnualCost(lc, npvAgg);
 				}
 
 				double avGCRAgg = aggregateMean(aggSolarPot.getAgrivoltaicsGCR(), areaSoFar, solarPotentialItem.getAgrivoltaicsGCR(), areaThisTime);
diff --git a/src/ac/ed/lurg/solar/SolarPotentialItem.java b/src/ac/ed/lurg/solar/SolarPotentialItem.java
index 9acb9b9a54c2c32884a976032242e5deb471158e..7f0a49962cb204eda7cf6a9946722ed6e10d456d 100644
--- a/src/ac/ed/lurg/solar/SolarPotentialItem.java
+++ b/src/ac/ed/lurg/solar/SolarPotentialItem.java
@@ -3,7 +3,6 @@ package ac.ed.lurg.solar;
 import ac.ed.lurg.ModelConfig;
 import ac.ed.lurg.types.LandCoverType;
 import ac.sac.raster.RasterItem;
-import ac.sac.raster.RasterKey;
 
 import java.util.Arrays;
 import java.util.HashMap;
@@ -14,9 +13,10 @@ public class SolarPotentialItem implements RasterItem {
     private Map<LandCoverType, Double> energyDensity = new HashMap<>(); // MWh/ha
     private Map<LandCoverType, Double> installedCost = new HashMap<>(); // $1000/ha
     private Map<LandCoverType, Double> maintenanceCost = new HashMap<>(); // $1000/ha
-    private Map<LandCoverType, Double> netPresentValue = new HashMap<>();
+    private Map<LandCoverType, Double> annualCost = new HashMap<>();
     private double optimalGCR; // optimal Ground Coverage Ratio (PV area) / (land area)
     private double agrivoltaicsGCR = Double.NaN;
+    private double pvEfficiency;
 
     public void setPvPotential(double pvPotential) {
         this.pvPotential = pvPotential;
@@ -35,31 +35,27 @@ public class SolarPotentialItem implements RasterItem {
 
     public void calcEnergyDensity() {
         // MWh per ha including spacing between panels (GCR) and additional infrastructure area (GSR)
-        energyDensity.put(LandCoverType.PHOTOVOLTAICS, pvPotential * ModelConfig.PV_EFFICIENCY * optimalGCR * ModelConfig.PV_GSR);
+        energyDensity.put(LandCoverType.PHOTOVOLTAICS, pvPotential * pvEfficiency * optimalGCR * ModelConfig.PV_GSR);
         // Ground Coverage Ratio (GCR) for AV is fixed.
-        energyDensity.put(LandCoverType.AGRIVOLTAICS, pvPotential * ModelConfig.PV_EFFICIENCY * agrivoltaicsGCR * ModelConfig.PV_GSR);
+        energyDensity.put(LandCoverType.AGRIVOLTAICS, pvPotential * pvEfficiency * agrivoltaicsGCR * ModelConfig.PV_GSR);
     }
 
     public void calcCostPerHectare() { // photovoltaics cost $1000/ha
         // Capacity in kW/ha of total land used. Factor 10000 to convert from kW per m2 to hectare.
-        double capacityPV = ModelConfig.PV_EFFICIENCY * optimalGCR * ModelConfig.PV_GSR * 10000;
+        double capacityPV = pvEfficiency * optimalGCR * ModelConfig.PV_GSR * 10000;
         installedCost.put(LandCoverType.PHOTOVOLTAICS, capacityPV * ModelConfig.PV_INSTALLED_COST);
         maintenanceCost.put(LandCoverType.PHOTOVOLTAICS, capacityPV * ModelConfig.PV_MAINTENANCE_COST);
 
-        double capacityAV = ModelConfig.PV_EFFICIENCY * agrivoltaicsGCR * ModelConfig.PV_GSR * 10000;
+        double capacityAV = pvEfficiency * agrivoltaicsGCR * ModelConfig.PV_GSR * 10000;
         installedCost.put(LandCoverType.AGRIVOLTAICS, capacityAV * ModelConfig.PV_INSTALLED_COST * ModelConfig.AV_COST_FACTOR);
         maintenanceCost.put(LandCoverType.AGRIVOLTAICS, capacityAV * ModelConfig.PV_MAINTENANCE_COST * ModelConfig.AV_COST_FACTOR);
 
     }
 
-    public void calcNPV() {
+    public void calcAnnualCost() {
         for (LandCoverType lc : Arrays.asList(LandCoverType.PHOTOVOLTAICS, LandCoverType.AGRIVOLTAICS)) {
-            double npv = -getInstalledCost(lc);
-            for (int i = 0; i < ModelConfig.PV_LIFESPAN; i++) {
-                double disc = Math.pow(1 - ModelConfig.DISCOUNT_RATE, i);
-                npv += disc * (ModelConfig.ENERGY_PRICE * getEnergyDensity(lc) - getMaintenanceCost(lc));
-            }
-            setNPV(lc, npv);
+            double cost = getMaintenanceCost(lc) + getInstalledCost(lc) / ModelConfig.PV_LIFESPAN;
+            setAnnualCost(lc, cost);
         }
     }
 
@@ -79,12 +75,12 @@ public class SolarPotentialItem implements RasterItem {
         return maintenanceCost.getOrDefault(lc, 0.0);
     }
 
-    public double getNPV(LandCoverType lc) {
-        return netPresentValue.getOrDefault(lc, Double.NaN);
+    public double getAnnualCost(LandCoverType lc) {
+        return annualCost.getOrDefault(lc, Double.NaN);
     }
 
-    public void setNPV(LandCoverType lc, double npv) {
-        netPresentValue.put(lc, npv);
+    public void setAnnualCost(LandCoverType lc, double cost) {
+        annualCost.put(lc, cost);
     }
 
     public double getAgrivoltaicsGCR() {
@@ -95,14 +91,19 @@ public class SolarPotentialItem implements RasterItem {
         this.agrivoltaicsGCR = agrivoltaicsGCR;
     }
 
+    public void setPvEfficiency(double efficiency) {
+        this.pvEfficiency = efficiency;
+    }
+
     public static SolarPotentialItem getDefault(double latitude) {
         SolarPotentialItem item = new SolarPotentialItem();
+        item.setPvEfficiency(ModelConfig.BASE_PV_EFFICIENCY);
         item.setPvPotential(0);
         item.calcOptimalGCR(latitude);
         item.calcEnergyDensity();
         item.calcCostPerHectare();
         for (LandCoverType lc : Arrays.asList(LandCoverType.PHOTOVOLTAICS, LandCoverType.AGRIVOLTAICS)) {
-            item.setNPV(lc, 0.0);
+            item.setAnnualCost(lc, 0.0);
         }
         return item;
     }
diff --git a/src/ac/ed/lurg/solar/SolarPotentialReader.java b/src/ac/ed/lurg/solar/SolarPotentialReader.java
index bb2551b9231eaadb0fc37e6d23ff083612f21b4b..27c0803cdf90a1494bf938dabc391ea1c4a54890 100644
--- a/src/ac/ed/lurg/solar/SolarPotentialReader.java
+++ b/src/ac/ed/lurg/solar/SolarPotentialReader.java
@@ -14,12 +14,15 @@ public class SolarPotentialReader extends AbstractTabularRasterReader<SolarPoten
     private static final int MIN_COL = 3;
     private static final String DELIM = ",";
     private static final double CONVERSION_FACTOR = 10; // convert from kWh/m2 to MWh/ha
+    private int year;
 
     public SolarPotentialReader(RasterSet<SolarPotentialItem> dataset) {
         super(DELIM, MIN_COL, dataset);
     }
 
     public void readData(Timestep timestep) {
+        year = timestep.getYear();
+
         int dataYear = ModelConfig.IS_CALIBRATION_RUN ? ModelConfig.BASE_YEAR :
                 Math.floorDiv(timestep.getYear(), ModelConfig.SOLAR_POTENTIAL_DATA_STEP_SIZE) * ModelConfig.SOLAR_POTENTIAL_DATA_STEP_SIZE;
 
@@ -30,10 +33,11 @@ public class SolarPotentialReader extends AbstractTabularRasterReader<SolarPoten
     
     @Override
     protected void setData(RasterKey key, SolarPotentialItem item, Map<String, Double> rowValues) {
+        item.setPvEfficiency(ModelConfig.BASE_PV_EFFICIENCY + (year - ModelConfig.BASE_YEAR) * ModelConfig.PV_EFFICIENCY_GROWTH_RATE);
         item.setPvPotential(getValueForCol(rowValues, "PVYield") * CONVERSION_FACTOR);
         item.calcOptimalGCR(dataset.getYCoordin(key));
         item.calcEnergyDensity();
         item.calcCostPerHectare();
-        item.calcNPV();
+        item.calcAnnualCost();
     }
 }