diff --git a/data/sims/hind_sims.csv b/data/sims/hind_sims.csv
index 7cd223e8abc0b016719c647077e59ac2131288cb..4f3fd0d1fa2bb4f6f942cef533e2017bcf57374c 100644
--- a/data/sims/hind_sims.csv
+++ b/data/sims/hind_sims.csv
@@ -1,61 +1,81 @@
-Ensemble,Scenario,AGRI_EXPANSION_COST_BASE,AGRI_EXPANSION_COST_BASE_MANAGED_FOREST,BIOENERGY_CHANGE_ANNUAL_RATE,CROP_DECREASE_COST,CROP_INCREASE_COST,FERTILISER_COST_PER_T,IRRIG_COST_SCALE_FACTOR,IRRIGIATION_EFFICIENCY,MEAT_EFFICIENCY,OTHER_INTENSITY_COST,PASTURE_DECREASE_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,RANDOM_SEED
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diff --git a/data/sims/hind_sims_beta.csv b/data/sims/hind_sims_beta.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f875ff5a28b36340e3b99a2a56eab7779b377f7
--- /dev/null
+++ b/data/sims/hind_sims_beta.csv
@@ -0,0 +1,81 @@
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diff --git a/data/sims/hindparms-beta.csv b/data/sims/hindparms-beta.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee8f8f32d606dcdda238ae4c0717a7df7f0312e6
--- /dev/null
+++ b/data/sims/hindparms-beta.csv
@@ -0,0 +1,17 @@
+Ensemble,pname,dist,xmin,xmax,x05,xmode,x95
+hb,AGRI_EXPANSION_COST_BASE,beta,0.02,0.04,0.025,0.03,0.035
+hb,AGRI_EXPANSION_COST_BASE_MANAGED_FOREST,beta,0.05,0.15,0.07,0.1,0.13
+hb,ANNUAL_MAX_IMPORT_CHANGE,beta,0.012,0.028,0.018,0.02,0.022
+hb,BIOENERGY_CHANGE_ANNUAL_RATE,beta,0.06,0.66,0.16,0.36,0.56
+hb,CROP_DECREASE_COST,beta,0.5,1,0.6,0.75,0.9
+hb,CROP_INCREASE_COST,beta,0.3,0.6,0.35,0.45,0.55
+hb,FERTILISER_COST_PER_T,beta,1.4,4,1.7,2.7,3.7
+hb,IRRIG_COST_SCALE_FACTOR,beta,0.0005,0.0021,0.0007,0.0013,0.0019
+hb,IRRIGIATION_EFFICIENCY,beta,0.3,0.7,0.4,0.5,0.6
+hb,MARKET_LAMBA,unif,3,5,,,
+hb,MEAT_EFFICIENCY,beta,0.8,1.2,0.9,1,1.1
+hb,MIN_NATURAL_RATE,beta,0,0.4,0.1,0.2,0.3
+hb,OTHER_INTENSITY_COST,beta,0.3,0.5,0.35,0.4,0.45
+hb,PASTURE_DECREASE_COST,beta,0.125,0.25,0.15,0.1875,0.225
+hb,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,
+hb,PASTURE_INCREASE_COST,beta,0.02,0.04,0.025,0.03,0.035
\ No newline at end of file
diff --git a/data/sims/hindparms-unif.csv b/data/sims/hindparms-unif.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39288620a0a6a7fd426e55a08295438e455bb16b
--- /dev/null
+++ b/data/sims/hindparms-unif.csv
@@ -0,0 +1,17 @@
+Ensemble,pname,dist,xmin,xmax
+hb,AGRI_EXPANSION_COST_BASE,unif,0.02,0.04
+hb,AGRI_EXPANSION_COST_BASE_MANAGED_FOREST,unif,0.05,0.15
+hb,ANNUAL_MAX_IMPORT_CHANGE,unif,0.012,0.028
+hb,BIOENERGY_CHANGE_ANNUAL_RATE,unif,0,0.8
+hb,CROP_DECREASE_COST,unif,0.5,1
+hb,CROP_INCREASE_COST,unif,0.3,0.6
+hb,FERTILISER_COST_PER_T,unif,1.4,4
+hb,IRRIG_COST_SCALE_FACTOR,unif,0.0005,0.0021
+hb,IRRIGIATION_EFFICIENCY,unif,3,7
+hb,MARKET_LAMBA,unif,3,5
+hb,MEAT_EFFICIENCY,unif,0.8,1.2
+hb,MIN_NATURAL_RATE,unif,0,0.4
+hb,OTHER_INTENSITY_COST,unif,0.3,0.5
+hb,PASTURE_DECREASE_COST,unif,0.125,0.25
+hb,PASTURE_HARVEST_FRACTION,unif,0.4,0.6
+hb,PASTURE_INCREASE_COST,unif,0.01,0.04
\ No newline at end of file
diff --git a/data/sims/hindparms.csv b/data/sims/hindparms.csv
index fffd2ae32b8739929c6aac61949776b82eb617a6..dac28684329b2a3f9759ed341a95840e3801a582 100644
--- a/data/sims/hindparms.csv
+++ b/data/sims/hindparms.csv
@@ -1,15 +1,14 @@
 Ensemble,pname,dist,xmin,xmax
-hb,AGRI_EXPANSION_COST_BASE,unif,0.015,0.045
+hb,AGRI_EXPANSION_COST_BASE,unif,0.02,0.04
 hb,AGRI_EXPANSION_COST_BASE_MANAGED_FOREST,unif,0.05,0.15
 hb,BIOENERGY_CHANGE_ANNUAL_RATE,unif,0,0.7
 hb,CROP_DECREASE_COST,unif,0.5,1
-hb,CROP_INCREASE_COST,unif,0.25,0.65
+hb,CROP_INCREASE_COST,unif,0.3,0.6
 hb,FERTILISER_COST_PER_T,unif,1.4,4
-hb,IRRIG_COST_SCALE_FACTOR,unif,0.0007,0.0021
+hb,IRRIG_COST_SCALE_FACTOR,unif,0.0006,0.0021
 hb,IRRIGIATION_EFFICIENCY,unif,3,7
 hb,MEAT_EFFICIENCY,unif,0.8,1.2
 hb,OTHER_INTENSITY_COST,unif,0.3,0.5
-hb,PASTURE_DECREASE_COST,unif,0.1,0.275
+hb,PASTURE_DECREASE_COST,unif,0.125,0.25
 hb,PASTURE_HARVEST_FRACTION,unif,0.4,0.6
-hb,PASTURE_INCREASE_COST,unif,0.015,0.045
-hb,RANDOM_SEED,unif_int,10000,9000000
\ No newline at end of file
+hb,PASTURE_INCREASE_COST,unif,0.02,0.04
\ No newline at end of file
diff --git a/data/sims/sims_params.csv b/data/sims/sims_params.csv
deleted file mode 100644
index a64d5371e86175d97bb21af6241518a0cfe74c8f..0000000000000000000000000000000000000000
--- a/data/sims/sims_params.csv
+++ /dev/null
@@ -1,101 +0,0 @@
-Ensemble,Scenario,IRRIGATION_EFFICIENCY,MEAT_EFFICIENCY,MIN_NATURAL_RATE,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_ADJ,TRANSPORT_COST,SSP_SCENARIO,YIELD_DIR_TOP,BIOENERGY_CHANGE_ANNUAL_RATE,FERTILISER_COST_PER_T,OTHER_INTENSITY_COST,IRRIG_COST_SCALE_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,DIETARY_CLOSURE,LAND_CHANGE_COST,AGRI_LAND_EXPANSION_COST_FACTOR,CROP_TO_PASTURE_COST_FACTOR,PASTURE_HARVEST_FRACTION,BIOENERGY_DEMAND_SCENARIO
-SSP1,s1,0.521571503616272,1.04576789960521,0.195035080482664,0.00653302341257666,0.905972464181294,0.392464749320562,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.205478849592337,3.25478849592337,0.336985899728225,0.00118492949864112,0.0219180107286596,0.08,0.605912265073429,1.78643501952727,0.799371877202294,0.5,SSP1_RCP45
-SSP1,s2,0.530402498634871,1.01910230210397,0.219856253222114,0.00517229927549912,0.954781719442575,0.362938815233838,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.187763289140303,3.41331205428652,0.325175526093535,0.00123777068476217,0.0209892923190923,0.0973934841767679,0.558764762718836,2.0557376962275,0.916634525102723,0.475,SSP1_RCP60
-SSP1,s3,0.511441980818492,1.06892223634331,0.168227382610388,0.00773954921515635,0.859681918107226,0.418885342381086,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.221331205428652,3.07763289140303,0.347554136952434,0.00112587763046767,0.0228113031327783,0.0626065158232321,0.65536860525454,1.5119559625469,0.701715424021517,0.525,SSP1_RCP45
-SSP1,s4,0.516911183749484,1.03331242509116,0.207081890146159,0.00420196333409722,0.989945884654823,0.435230191370029,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.174481941921207,3.51138114822018,0.331537765536064,0.00121077545066005,0.0203231044306487,0.0717051106037393,0.629163541080679,1.32513732578475,0.852579291259115,0.4875,SSP1_RCP45
-SSP1,s5,0.535598952759128,1.08120178182465,0.148829077375294,0.00713042158342797,0.883706762006253,0.37884441384016,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.213232635198016,3.17306648304096,0.354092076548012,0.00108160647307069,0.0223455460626811,0.108992212092029,0.528311497086473,1.91542388909079,0.646076484760872,0.5375,SSP1_RCP60
-SSP1,s6,0.52593875238918,1.00089343110914,0.182541367124365,0.00590056018462464,0.829239642438855,0.405387725330027,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.197306648304096,2.94481941921206,0.316321294614138,0.00115768882768032,0.0214825431224442,0.0882948893962607,0.690075554645893,2.23306783557855,0.750577246234407,0.4625,SSP1_RCP60
-SSP1,s7,0.503869282660089,1.05741386958202,0.235574858511474,0.00843562298665592,0.928802985978439,0.340803236535345,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.231138114822018,3.33232635198016,0.342155090132011,0.00127046038274006,0.0234106990337303,0.0510077879079711,0.583181148689383,1.65627839026574,1.00852817274234,0.5125,SSP1_RCP45
-SSP1,s8,0.508081451341019,1.0265132147134,0.175733923722865,0.00743021805262787,0.917182394336578,0.353148466474404,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.181889079884642,2.83497915088738,0.344788182359037,0.00125288023734395,0.0221301948828258,0.0926772345864687,0.544806959332981,1.98314961700607,0.675466222287973,0.45625,SSP1_RCP26
-SSP1,s9,0.528131056120766,1.0748753775722,0.227088490947081,0.00473539706529494,0.806318237947124,0.411970455897593,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.217182273538555,3.29362745293572,0.321259386589761,0.00114264423566782,0.0197846729522695,0.0573233706908808,0.641685969193539,1.42729562184378,0.882638519660683,0.50625,SSP1_RCP60
-SSP1,s10,0.539103731712506,0.987844825756931,0.201046402644416,0.00888785892152049,0.872098758645157,0.385821389195198,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.201492833517119,3.45864071203186,0.358757523605376,0.00104499305029579,0.0230827548918801,0.0758964119349344,0.594606482065939,1.72220092740455,1.08639003970969,0.48125,SSP1_RCP60
-SSP1,s11,0.519303460370606,1.05164908123043,0.133273645501426,0.00622421552697464,0.970462564867392,0.44689380901344,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.238136285408064,3.12793270700347,0.334328555678079,0.00119787581764524,0.0212474630387915,0.117644846972833,0.717168021662326,2.36438512035683,0.774706250003591,0.53125,SSP1_RCP45
-SSP1,s12,0.51432535876776,1.01076723104969,0.246949634996918,0.00683324973432524,0.894900343887826,0.426440118671977,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.163497915088738,3.58136285408064,0.350576047468791,0.0011716427783904,0.0225699176272463,0.102676629309119,0.617345089373763,1.85038382005971,0.825115032464495,0.49375,SSP1_RCP45
-SSP1,s13,0.532838649057767,1.06314178062135,0.18891464280766,0.00345599127524908,1.01832606675762,0.371322117833912,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.209362745293572,3.21492833517119,0.328528847133565,0.00129378761802688,0.020692169304672,0.0673227654135313,0.506014108771339,1.18320225619909,0.609303681596278,0.54375,SSP1_RCP60
-SSP1,s14,0.523767940625888,1.0396880091869,0.159570712415042,0.00806853344549015,0.941172712563519,0.398937908822619,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp26_ipsl_lessIO_forED_20170407,0.192793270700347,3.01889079884642,0.339575163529048,0.00122394091179518,0.0238712805753455,0.0423551530271668,0.670976629207302,1.58698417598933,0.726454427880706,0.46875,SSP1_RCP60
-SSP1,s15,0.497711903786941,1.08836382007334,0.213287937490116,0.00555392090120363,0.845820085198825,0.322496525147897,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.225864071203186,3.37182273538555,0.308998610059159,0.00110629693294881,0.0217038918220349,0.0841035880650656,0.571358015534229,2.13670943336849,0.956927851747174,0.51875,SSP1_RCP45
-SSP1,s16,0.501175041095041,1.04275835576785,0.231115668477521,0.00606469150682833,0.866022965294802,0.375167778483337,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.223533573115677,3.19431738486793,0.332954492324529,0.00126124240938731,0.0232369675223061,0.0543416897712858,0.662863074212977,1.81836106789461,0.629134145998857,0.503125,SSP1_RCP45
-SSP1,s17,0.524853723532739,1.09271010178225,0.179205742117026,0.00864540366314995,0.962287664732926,0.430621204693656,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.190358671313929,3.54297788830736,0.356198525887157,0.00115033555696667,0.021367209960272,0.0904545689973782,0.565187263747053,1.06996316895369,0.838584781974147,0.453125,SSP1_RCP60
-SSP1,s18,0.534162634627443,1.01507798927929,0.142006026603364,0.00448493247867749,0.911544000081446,0.332839320513339,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.207428003469886,3.3519093003527,0.318965646133654,0.00106567864102668,0.02223713891707,0.112861028176962,0.61159740695377,1.55037865157688,0.980794014644256,0.528125,SSP1_RCP60
-SSP1,s19,0.515647845344377,1.06601900405537,0.204052583101622,0.00727960485180521,0.78797437883148,0.402156508417857,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.15401477712308,2.98448469200481,0.343460620023513,0.00120431301683571,0.0200877507553471,0.0738176040767837,0.488745414875283,2.09486363651318,0.738550323177025,0.478125,SSP1_RCP45
-SSP1,s20,0.520449469304732,0.994966722810168,0.191996965965197,0.00536847464574521,0.9348685672165,0.415370870725849,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.234297788830736,3.27428003469886,0.302676518082054,0.00117834771590616,0.0242474792185157,0.0650178984718731,0.588924836589316,1.948834545451,0.899031136980775,0.540625,SSP1_RCP45
-SSP2,s1,0.5,1.02995455767783,0.101393785684408,0.005,1,0.3,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.15,2.7,0.3,0.001,0.02,0.08,0.601171058169846,1.00826422103755,1.00282977843964,0.5,SSP2_RCP60
-SSP2,s2,0.504135469351122,1.0257844432898,0.115459797073816,0.00458645306488785,1.04173453155307,0.279221135051611,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.137532681030967,2.82467318969033,0.291688454020644,0.00104155772989678,0.0191688454020644,0.108931226353965,0.579614170091341,1.07978240646354,1.04736635477669,0.475,SSP2_RCP60
-SSP2,s3,0.495864530648878,1.03410422893509,0.0879399499458071,0.00541354693511215,0.958265468446931,0.320778864948389,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.162467318969033,2.57532681030967,0.308311545979356,0.000958442270103223,0.0208311545979356,0.0510687736460354,0.623245389821838,0.940448273158269,0.959562418627921,0.525,SSP2_RCP60
-SSP2,s4,0.498043732870745,1.02798589784578,0.107973962316536,0.00429699559517716,1.07069494367799,0.335255805933427,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.128846516439944,2.91153483560056,0.296065205700777,0.00101967397149612,0.0185897677626629,0.0659514574475664,0.611550583364697,0.895004616283866,1.0237261808732,0.4875,SSP2_RCP60
-SSP2,s5,0.507030044048228,1.03700917512754,0.0789113118712465,0.00519562671292554,0.980228990290333,0.290163014251942,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.155902191448835,2.64097808551165,0.314102322373371,0.000929488388133146,0.0203934794299223,0.126230061415523,0.564851582745425,1.04161068140361,0.929926189348599,0.5375,SSP2_RCP85
-SSP2,s6,0.501956267129255,1.0228405814692,0.0949505403987024,0.00480437328707446,0.929305056322007,0.309836985748058,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.144097808551165,2.48846516439944,0.285897677626629,0.000980326028503884,0.0196065205700777,0.0940485425524337,0.638988750676785,1.13226652892074,0.982216894692638,0.4625,SSP2_RCP60
-SSP2,s7,0.492969955951772,1.03191865178685,0.125647108965017,0.00570300440482284,1.01977100970967,0.264744194066573,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.171153483560056,2.75902191448835,0.303934794299223,0.00107051161186685,0.0214102322373371,0.0337699385844765,0.590907230572639,0.975744833473532,1.07941692345534,0.5125,SSP2_RCP60
-SSP2,s8,0.494567484769308,1.02693356984217,0.0915728647882267,0.00529992573902778,1.00976676358141,0.272723909349634,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.13363434560978,2.41961312890323,0.306030822914748,0.00105455218130073,0.0201943479893993,0.101319220792332,0.572964930140862,1.05974170662453,0.946221420020104,0.45625,SSP2_RCP45
-SSP2,s9,0.502999257390278,1.03540525047412,0.119990915173171,0.00445674847693079,0.90647617255158,0.315077057286871,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.159046234372122,2.72915219840989,0.289089563739854,0.000969845885426258,0.0181307541926882,0.0428985055508323,0.617130662188283,0.919886744255074,1.03499102111241,0.50625,SSP2_RCP60
-SSP2,s10,0.50933911596239,1.0204706553161,0.10462649651344,0.00593391159623896,0.969705111918773,0.295141300265018,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.147084780159011,2.86365654390219,0.318692458073118,0.00090653770963441,0.0210910436260146,0.0730222214249649,0.596087721982311,0.992103945556198,1.1055732335937,0.48125,SSP2_RCP85
-SSP2,s11,0.499033920468521,1.03092491839124,0.0719510938862125,0.00490339204685214,1.05474964725211,0.346731145182795,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.178038687109677,2.60953765627878,0.298056520106007,0.00100971739946996,0.0193969177085252,0.137313826094825,0.651714165346992,1.17570274214736,0.992616296488616,0.53125,SSP2_RCP60
-SSP2,s12,0.497000742609722,1.02446852277738,0.133965385439969,0.00509660795314786,0.990233236418595,0.327276090650366,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.121961312890323,2.98038687109677,0.310910436260146,0.000990282600530036,0.0206030822914748,0.117101494449168,0.60628260536822,1.02462612647189,1.01311237752455,0.49375,SSP2_RCP60
-SSP2,s13,0.505432515230692,1.03296480539376,0.0981944661420249,0.00406608840376104,1.09352382744842,0.284922942713129,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.152915219840989,2.67084780159011,0.293969177085252,0.00109346229036559,0.0189089563739854,0.0586807792076676,0.553278079178708,0.859876645013102,0.906620152096207,0.54375,SSP2_RCP85
-SSP2,s14,0.500966079531479,1.02898308396387,0.0838534658109818,0.00554325152306921,1.03029488808123,0.304858699734982,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.140953765627878,2.53634345609781,0.301943479893993,0.00103015411457374,0.0218692458073118,0.0226861739051749,0.630270777857985,0.958732085230028,0.971335417262311,0.46875,SSP2_RCP60
-SSP2,s15,0.49066088403761,1.03933311129671,0.111536623673932,0.00470007426097222,0.945250352747893,0.253268854817205,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.166365654390219,2.79046234372122,0.281307541926882,0.000945447818699269,0.0198056520106007,0.0869777785750351,0.585483492317149,1.10304050573471,1.06163196181705,0.51875,SSP2_RCP60
-SSP2,s16,0.491957870155682,1.029470444868,0.122624840263383,0.00485434630291827,0.964132042034792,0.287586267131419,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.164338786830197,2.65605091349963,0.297070060899975,0.00106201992890789,0.0212403985781577,0.0384925652020065,0.626610179775566,1.01639497830716,0.919676350651569,0.503125,SSP2_RCP60
-SSP2,s17,0.501456536970817,1.04130687599936,0.0932849141580812,0.00580421298443182,1.04798577557239,0.331009964453943,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.139287640216452,2.94177071446455,0.31611804763097,0.000975172534262838,0.0195034506852568,0.0976511891908854,0.582620930327741,0.830911327162333,1.01835995603268,0.453125,SSP2_RCP85
-SSP2,s18,0.506179329156701,1.02515366404775,0.075833513096713,0.0043820670843299,1.00486901370353,0.259704880922574,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.15145326954008,2.77448239721149,0.287596014218423,0.000919409761845149,0.0202929939100025,0.131409175098058,0.6037156151913,0.949798682567204,1.06991578472187,0.528125,SSP2_RCP60
-SSP2,s19,0.4975309719695,1.03351952312784,0.106280278235767,0.00524690280305005,0.887423631202521,0.307324847750061,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.116179076244538,2.51394021327635,0.304965493147432,0.00101464969550012,0.018388195236903,0.0695046309008174,0.543635818232162,1.09089005103673,0.976858175649727,0.478125,SSP2_RCP60
-SSP2,s20,0.499518418292772,1.02180450063556,0.0997947463165891,0.00464475904867667,1.02494704714179,0.317853932972581,SSP2_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.174177071446456,2.7145326954008,0.277452717496358,0.000995155768199733,0.0222547282503642,0.0549284964080943,0.593517947990656,1.0504930865668,1.0410020195921,0.540625,SSP2_RCP60
-SSP3,s1,0.478428467974164,0.99280603489962,0.0445126831921568,0.00218233711426467,1.16164134931882,0.263245104481559,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.121229837882688,2.47947062688936,0.285298041792624,0.000926490208963119,0.0163014092663256,0.0223114760852584,0.746851556336927,0.735630720644763,1.457155643514,0.5,SSP3_RCP60
-SSP3,s2,0.488557946378919,0.9823673853322,0.057952756518755,0.00163420269162055,1.23122065788344,0.209099799539873,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.107830458101546,2.82941369597743,0.263639919815949,0.00104313789865914,0.0152445868335048,0.0290925017734361,0.722434309825644,0.838408985281639,1.61793414516185,0.475,SSP3_RCP85
-SSP3,s3,0.469597508648231,1.00439432792639,0.0330090823549182,0.00280693509039636,1.07865740676269,0.321568949329572,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.135160607259331,2.15459879723924,0.308627579731829,0.000818199599079746,0.0174824450582831,0.0165251931668293,0.769892768724114,0.648236897909484,1.28085880371214,0.525,SSP3_RCP60
-SSP3,s4,0.474061237566774,0.987707928043765,0.0506301059058289,0.0012996336594159,1.26973326960274,0.361221585078051,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0988395235243402,3.0673295104683,0.274686590635012,0.000981452330933205,0.0145907935521285,0.0194506457869136,0.757929045710096,0.596052614203113,1.53586160242677,0.4875,SSP3_RCP60
-SSP3,s5,0.496130612507711,1.01302264630898,0.0261085152314528,0.00246878243311558,1.12370562531316,0.236716476587529,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.127761848815033,2.32029885952517,0.32448863403122,0.000753627629217942,0.0168462219691922,0.0344297715191872,0.704580885314585,0.782318777267815,1.15511930396708,0.5375,SSP3_RCP85
-SSP3,s6,0.483088767485,0.975880019680871,0.0388290458435607,0.00191304474191293,1.01602965849827,0.290726165466602,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.114816810924002,1.96088288765383,0.250725525843588,0.000873432953175058,0.0157844908785553,0.0253950967147472,0.785144810112551,0.919594065181472,1.3749384174947,0.4625,SSP3_RCP60
-SSP3,s7,0.464401071451359,0.998162406335858,0.0684984107814919,0.00328466335224942,1.19653799945853,0.176813814608971,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.145153420744095,2.64435699279961,0.296290466186641,0.0011224431701561,0.018367867015862,0.013061624676826,0.735466179505427,0.692387567950166,1.71554510142596,0.5125,SSP3_RCP45
-SSP3,s8,0.467161366715021,0.985105323674837,0.0359763457745679,0.00262819956616188,1.17928944707608,0.193940746006202,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.103758683533846,1.83227405592856,0.302206641396265,0.00107927394073509,0.0165671433246892,0.0271302412771764,0.714509200036813,0.808626154326665,1.22439180263659,0.45625,SSP3_RCP45
-SSP3,s9,0.485674581071665,1.00821717164013,0.0625634106275243,0.00147915476442192,0.965439069931436,0.305516603490663,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.131288048352215,2.56045057502302,0.257576298402481,0.000846392703707599,0.0141242492384726,0.0149139669563471,0.763705368258275,0.623949554211971,1.57596581142655,0.50625,SSP3_RCP60
-SSP3,s10,0.502287967673087,0.971237930533491,0.0474795830984112,0.00368666917057657,1.10245494413953,0.249981656969538,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.11804707709303,2.93782182220526,0.336177845076938,0.000710758018642853,0.0178740584800622,0.0208708732654258,0.741266812564804,0.713846651865452,1.78266305100895,0.48125,SSP3_RCP85
-SSP3,s11,0.476232040327311,0.995420837633717,0.0212752105246864,0.00204715466525153,1.24957538478331,0.390444612692345,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.15322988909203,2.2391781111228,0.279992662787815,0.000953483525007673,0.0155211819733999,0.0390335162347535,0.796766047257691,0.989837298576364,1.41691162715267,0.53125,SSP3_RCP60
-SSP3,s12,0.47186894258204,0.97937152541749,0.0775703616307693,0.00232170501583442,1.1432499799256,0.339636970367543,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0919308031932527,3.24266767615407,0.315854788147017,0.000899963313939076,0.0171471134064105,0.0314241548182402,0.752361215343478,0.758255040861999,1.49654127748612,0.49375,SSP3_RCP60
-SSP3,s13,0.491918461363389,1.00111289163415,0.0416515974026395,0.00106281354752336,1.29406237760712,0.223196351853799,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.124441619932556,2.39988994181723,0.26927854074152,0.00118088922538469,0.0149423961106257,0.0180162151797117,0.689915769143139,0.559603430780028,1.05703383438226,0.54375,SSP3_RCP85
-SSP3,s14,0.480696501369316,0.990254270228413,0.0298003250301597,0.00301716164657486,1.21372049553473,0.276741762503836,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.111451239025991,2.06364447603721,0.290696705001535,0.00101103320698133,0.0191001345141277,0.0106388125730019,0.77681913890656,0.670730645370322,1.33012753892727,0.46875,SSP3_RCP85
-SSP3,s15,0.460896300674248,1.02011608493247,0.0540682418451556,0.00177675479831166,1.05085710490607,0.155379009321426,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.139617450307192,2.73309962094398,0.242151603728571,0.000787881492012403,0.0160424832173143,0.0238064224660535,0.729274008219127,0.873843441161838,1.66341681488494,0.51875,SSP3_RCP60
-SSP3,s16,0.462793594035252,0.99152589931231,0.065302867139981,0.00198015900753498,1.09094496587681,0.230006002549957,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.137294422070409,2.36018523945384,0.277345682630256,0.00109967788459639,0.0181034322172388,0.0140299538279644,0.773234406451166,0.746803522355795,1.11172288272802,0.503125,SSP3_RCP60
-SSP3,s17,0.481873316198239,1.02620668781497,0.0374111562328369,0.00345873556246089,1.24024673650906,0.349838942298195,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.109682401547554,3.14617649770523,0.329745099847015,0.000860012005099914,0.0156539380483284,0.026240223868875,0.725956305555032,0.532269801864799,1.51615950572355,0.453125,SSP3_RCP85
-SSP3,s18,0.493879514502005,0.980912382699157,0.0239173092884741,0.00139364824915199,1.17053596959746,0.166919514919475,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.122827362013648,2.68797954873082,0.254284643702401,0.000733839029838949,0.0167045494786307,0.0364100162461798,0.74960753930387,0.659637130884817,1.68834101913756,0.528125,SSP3_RCP60
-SSP3,s19,0.472970991854114,1.00270206867294,0.0490262448414212,0.00254658862002338,0.923348584373847,0.283655238172763,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.0862878256304731,2.01426965553601,0.299198636582055,0.000967310476345526,0.0143801488067337,0.0201602888192907,0.677233081298044,0.855219081913355,1.3529723468239,0.478125,SSP3_RCP45
-SSP3,s20,0.477324240073544,0.973785381652206,0.0430732221145738,0.00170657694805279,1.20511556269417,0.313347861148845,SSP3_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.148683724187485,2.51969566319091,0.236185384696562,0.000913197878776082,0.0197323429234732,0.0172810171114314,0.738403251281278,0.795128872422548,1.59663326320701,0.540625,SSP3_RCP60
-SSP4,s1,0.5,1.0295260282875,0.0736225666204626,0.005,1.09402752675323,0.33675479045912,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.15,2.92052874275472,0.314701916183648,0.00107350958091824,0.0180819891921792,0.0223114760852584,0.65,1.00826422103755,1.2019256624692,0.5,SSP4_RCP60
-SSP4,s2,0.51087092761048,1.01621171697439,0.0902822852690743,0.00365397195882016,1.14031810665502,0.278430727670075,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.123909773734848,3.24540176353163,0.29137229106803,0.00118180058784388,0.0171886972067698,0.0290925017734361,0.629322653244393,1.07978240646354,1.2874948482699,0.475,SSP4_RCP60
-SSP4,s3,0.48912907238952,1.04264923850304,0.0585158461048291,0.00634602804117984,1.0452182341372,0.390900293921938,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.176090226265152,2.57058436602045,0.336360117568775,0.000956861455340151,0.0190107071506221,0.0165251931668293,0.670677346755608,0.940448273158269,1.11719148727109,0.525,SSP4_RCP45
-SSP4,s4,0.494815694127337,1.02322123288873,0.0813186939143227,0.00278430399816179,1.17076040252639,0.42318637006061,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.106511681861957,3.43911822036366,0.303709449519803,0.00112656703888569,0.0165893015682894,0.0194506457869136,0.659781335646277,0.895004616283866,1.24234791667147,0.4875,SSP4_RCP60
-SSP4,s5,0.518120132557518,1.05146191507678,0.0489357266969031,0.00564529817001292,1.07119698755336,0.309273623799508,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.162442334094391,2.75564174279705,0.349274548024244,0.000877555942221133,0.0185174565876689,0.0344297715191872,0.614849779758858,1.04161068140361,1.05880055845633,0.5375,SSP4_RCP60
-SSP4,s6,0.505184305872663,1.007044441579,0.0662743442630368,0.00435470182998708,1.0100540422386,0.363283519442843,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.137557665905609,2.3326678266634,0.275511188444227,0.00101854724759902,0.0176544540616001,0.0253950967147472,0.685150220241142,1.13226652892074,1.1616903344462,0.4625,SSP4_RCP60
-SSP4,s7,0.481879867442482,1.0357878520117,0.102785000654803,0.00721569600183821,1.11629324553595,0.238777971110566,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.193488318138043,3.07970111665706,0.325313407777137,0.00124637274012122,0.019676894716273,0.013061624676826,0.640218664353723,0.975744833473532,1.34746142548717,0.5125,SSP4_RCP45
-SSP4,s8,0.4858271066818,1.01986041265351,0.0625038118084793,0.00598419794700936,1.10509965536564,0.26036264727672,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.115985056036321,2.15732930035908,0.330721477344033,0.00121211878877629,0.0182961079955037,0.0271302412771764,0.62283742384654,1.05974170662453,1.09091239852326,0.45625,SSP4_RCP45
-SSP4,s9,0.507923271616543,1.04664845756103,0.0958034311598151,0.00325362404483734,0.98167383935827,0.376803693360084,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.169015851879703,3.00010973398956,0.284145058910688,0.000988966261241963,0.0161287202128835,0.0149139669563471,0.664996286951389,0.919886744255074,1.26394682077021,0.50625,SSP4_RCP60
-SSP4,s10,0.523528029358021,0.999950390056408,0.0773806723349001,0.00783655341466849,1.05882725146864,0.323258080278602,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.143844617902402,3.33635636632886,0.357848484525404,0.000819109766786359,0.0193078300204795,0.0208708732654258,0.645169602342607,0.992103945556198,1.39512864523245,0.48125,SSP4_RCP60
-SSP4,s11,0.497435257459334,1.03262698457741,0.0419084399000968,0.00468039411678719,1.15417994903072,0.444621211313509,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.20646727045925,2.66689878372589,0.309303232111441,0.00110003657799652,0.0174300826017327,0.0390335162347535,0.696695579811948,1.17570274214736,1.18202738194478,0.53125,SSP4_RCP45
-SSP4,s12,0.492076728383457,1.01207532719126,0.113209658461004,0.00531960588321281,1.0828175880848,0.406059394388144,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.0935327295407502,3.56772726788106,0.342423757755257,0.00104651616055721,0.0187525365568143,0.0314241548182402,0.654830397657393,1.02462612647189,1.22186953374798,0.49375,SSP4_RCP60
-SSP4,s13,0.514172893318199,1.03909082734918,0.069949327147051,0.00216344658533151,1.19368182051549,0.294483130620982,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.156155382097598,2.83954848167161,0.297793252248393,0.00128924242262702,0.0169172455689231,0.0180162151797117,0.603304420188052,0.859876645013102,1.01297207500425,0.54375,SSP4_RCP85
-SSP4,s14,0.502564742540666,1.02641458113651,0.054118831616335,0.00674637595516266,1.12790125732825,0.35001828899826,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.130984148120297,2.46217588366032,0.320007315599304,0.00115360738672017,0.0202153259394686,0.0106388125730019,0.677162576153461,0.958732085230028,1.14034381781155,0.46875,SSP4_RCP60
-SSP4,s15,0.476471970641979,1.05815207580202,0.0855587391083425,0.00401580205299064,1.02953737672743,0.20955488339318,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.184014943963679,3.1608221601605,0.263821953357272,0.000920725294553441,0.0178698051395353,0.0238064224660535,0.635003713048611,1.10304050573471,1.31437932562217,0.51875,SSP4_RCP45
-SSP4,s16,0.479461857389399,1.02797591715949,0.0990428090749528,0.00451871550325804,1.05221810575178,0.302003170457881,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.179915236456291,2.7980674682256,0.30653783121504,0.00122857710754765,0.019479963119465,0.0140299538279644,0.673788929033709,1.01639497830716,1.03862179708788,0.503125,SSP4_RCP45
-SSP4,s17,0.50386399745201,1.06351747918933,0.0644076546677152,0.00749690526228688,1.14701194491716,0.414288553773823,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.12752684770781,3.4984841376197,0.353232275841313,0.00100400634091576,0.0175438228724629,0.026240223868875,0.632237952433833,0.830911327162333,1.23200884265034,0.453125,SSP4_RCP60
-SSP4,s18,0.516036443892946,1.01422240635732,0.0457873089098793,0.0030306234568686,1.09956481819647,0.225636775704323,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.153069717649266,3.11996410908637,0.280064257929017,0.000851273551408646,0.0184055148545956,0.0364100162461798,0.652407908536139,0.949798682567204,1.32985124889351,0.528125,SSP4_RCP60
-SSP4,s19,0.493465894376639,1.04082895939714,0.0793204709261982,0.00581257579746046,0.957586644982393,0.356635764536351,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.0833546792518292,2.40096386893525,0.327997607272425,0.0011132715290727,0.0163854011523437,0.0201602888192907,0.593538923133088,1.09089005103673,1.15118546198902,0.478125,SSP4_RCP45
-SSP4,s20,0.498720950979473,1.00390539839165,0.071780770185564,0.00383853054817994,1.12202426134848,0.383755137241151,SSP4_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.199291542265443,2.96040588717377,0.254897229420206,0.00106010118363469,0.0206741980684046,0.0172810171114314,0.642717315145914,1.0504930865668,1.27540945199896,0.540625,SSP4_RCP45
-SSP5,s1,0.509417960765449,1.03933477066478,0.0445126831921568,0.0059765788368659,0.838358633353765,0.207535231658141,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0945211389948844,2.14521138994885,0.263014092663256,0.000815070463316282,0.0236985899728225,0.0430140926632563,0.509116855713233,1.78643501952727,1.2019256624692,0.5,SSP5_RCP85
-SSP5,s2,0.516135543766871,1.03021546273155,0.057952756518755,0.00553509220631231,0.921342555501401,0.181114670837621,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0786688025025726,2.32236675874247,0.252445868335048,0.000874122252914156,0.0225175526093535,0.0548244505828312,0.481710134581028,2.0557376962275,1.2874948482699,0.475,SSP5_RCP85
-SSP5,s3,0.502454329243615,1.04816782261908,0.0330090823549182,0.00640771659606246,0.768779340839986,0.237061126457078,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.112236675874247,1.98668802502573,0.274824450582831,0.000762229341675242,0.0247554136952434,0.0324458683350484,0.540346754519818,1.5119559625469,1.11719148727109,0.525,SSP5_RCP60
-SSP5,s4,0.50614663608457,1.03505007497247,0.0506301059058289,0.00522022499098756,0.983970289560038,0.259196675396549,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0688619032819282,2.45518005237929,0.257844908785553,0.000842311098459612,0.0216321294614138,0.0378449087855527,0.523439121655779,1.32513732578475,1.24234791667147,0.4875,SSP5_RCP60
-SSP5,s5,0.52062446339526,1.05412411659106,0.0261085152314528,0.00618185538766952,0.803461991591614,0.194612271963882,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.102693329537884,2.06767363178329,0.28367867015862,0.000729539677606427,0.0242155090132011,0.0636786701586195,0.464981682970795,1.91542388909079,1.05880055845633,0.5375,SSP5_RCP85
-SSP5,s6,0.512634117384818,1.02371998349756,0.0388290458435607,0.00576898833413467,0.730266736116019,0.221155549229806,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.086767363178329,1.88861903281928,0.245907935521285,0.000789224543927763,0.0231537765536064,0.0484622196919224,0.564233167612471,2.23306783557855,1.1616903344462,0.4625,SSP5_RCP85
-SSP5,s7,0.497503877439173,1.04355535402666,0.0684984107814919,0.00670296834141868,0.876294347972906,0.164769838803214,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.125518005237929,2.22693329537884,0.268462219691922,0.000918393350793098,0.0254092076548012,0.0259079355212855,0.495652237095647,1.65627839026574,1.34746142548717,0.5125,SSP5_RCP60
-SSP5,s8,0.500240251449323,1.03274337344273,0.0359763457745679,0.00629033015218374,0.856749998208455,0.173559902765642,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0741359416593854,1.81863738577089,0.271471134064105,0.00089370292400311,0.0239575163529048,0.0514711340641052,0.473957738221096,1.98314961700607,1.09091239852326,0.45625,SSP5_RCP45
-SSP5,s9,0.514321656112047,1.05086257789894,0.0625634106275243,0.00539458444638262,0.705937631032558,0.228677835160263,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.107206701096158,2.18507149870338,0.249423961106257,0.000776059098669995,0.0208998610059159,0.029423961106257,0.531409978308094,1.42729562184378,1.26394682077021,0.50625,SSP5_RCP85
-SSP5,s10,0.524048605273362,1.01850152220701,0.0474795830984112,0.00693443841158129,0.786279499429523,0.201062080432857,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0906372482597144,2.38110877200933,0.291001345141277,0.000706212461923629,0.0250576047468791,0.0404248321731429,0.502357733262577,1.72220092740455,1.39512864523245,0.48125,SSP5_RCP85
-SSP5,s11,0.507808505530868,1.04142776618773,0.0212752105246864,0.00587434789347137,0.949142850832666,0.277503362853193,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.136502017711916,2.02817729600999,0.260424832173143,0.000828357166234461,0.0228528847133565,0.0710013451412773,0.584333458528829,2.36438512035683,1.18202738194478,0.53125,SSP5_RCP60
-SSP5,s12,0.504384689462412,1.02731339269591,0.0775703616307693,0.00607824556004982,0.820710539887158,0.246851462001555,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0618637385770888,2.56502017711916,0.278740584800622,0.000802124160865715,0.0244788182359037,0.058740584800622,0.516085250791721,1.85038382005971,1.22186953374798,0.49375,SSP5_RCP60
-SSP5,s13,0.51817186593185,1.04577551935177,0.0416515974026395,0.00496571669900166,1.03456086835011,0.188029549334998,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0985071498703383,2.10637248259714,0.255211819733999,0.000955006725706386,0.0221259386589761,0.035211819733999,0.453140677376168,1.18320225619909,1.01297207500425,0.54375,SSP5_RCP85
-SSP5,s14,0.511013956028007,1.03722613669486,0.0298003250301597,0.00654070139436039,0.897545023900919,0.214178583117231,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_lessIO_forED_20170407,0.0828177296009985,1.94135941659385,0.265671433246892,0.000857355670320526,0.0258757523605376,0.0212424923847259,0.550858082328743,1.58698417598933,1.14034381781155,0.46875,SSP5_RCP85
-SSP5,s15,0.493545745581827,1.05871499870775,0.0540682418451556,0.00565738675829258,0.750424617542228,0.153106230961815,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.118110877200933,2.27206701096158,0.241242492384726,0.000747119805531285,0.0234328555678079,0.0456714332468922,0.488837739915583,2.13670943336849,1.31437932562217,0.51875,SSP5_RCP60
-SSP5,s16,0.495768298890416,1.0382855064279,0.065302867139981,0.00582223401784776,0.777597315891749,0.191348451208211,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.115038336737697,2.08706090926745,0.259137393951163,0.000905171610861941,0.0252248481877462,0.0277515284089879,0.54534981281225,1.81836106789461,1.03862179708788,0.503125,SSP5_RCP60
-SSP5,s17,0.511818538051854,1.0624728149081,0.0374111562328369,0.00680487771249159,0.934609936652375,0.252585805430971,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0807774830901894,2.50296348536533,0.286864232357689,0.000782696902416422,0.0230067111393335,0.0499328718692703,0.485328847402639,1.06996316895369,1.23200884265034,0.453125,SSP5_RCP85
-SSP5,s18,0.519326384946074,1.0288250427773,0.0239173092884741,0.00531325205989018,0.847438076730194,0.159503720168343,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.0964956712510127,2.24899307803905,0.247751528408988,0.000719007440336686,0.0240862603367143,0.0668642323576888,0.512564700520875,1.55037865157688,1.32985124889351,0.528125,SSP5_RCP85
-SSP5,s19,0.505281759908072,1.04694373652878,0.0490262448414212,0.00623526967519018,0.689655154504181,0.217613736965767,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp6_ipsl_lessIO_forED_20170407,0.0565376331525666,1.91627292613482,0.26993287186927,0.000835227473931534,0.0213135728205336,0.039137393951163,0.444178833603742,2.09486363651318,1.15118546198902,0.478125,SSP5_RCP60
-SSP5,s20,0.508617242777116,1.02143532931477,0.0430732221145738,0.00559794192108405,0.886663053352123,0.2327354953392,SSP5_v9_130325,LPJG_PLUM_expt1.2_rcp85_ipsl_lessIO_forED_20170407,0.130296348536533,2.16495671251013,0.237691755435044,0.000808573292078639,0.0262308262810922,0.0338516553934597,0.499007950376749,1.948834545451,1.27540945199896,0.540625,SSP5_RCP60
diff --git a/data/sims/ssp_params.csv b/data/sims/ssp_params.csv
index 73c58f265dcef3067a04aa25253c4704e636a15a..f823a8086f14d42aff3a397aa31b95822e6b9129 100644
--- a/data/sims/ssp_params.csv
+++ b/data/sims/ssp_params.csv
@@ -14,6 +14,11 @@ SSP2,MIN_NATURAL_RATE,beta,0,0.3,0.07,0.1,0.15,
 SSP3,MIN_NATURAL_RATE,beta,0,0.3,0.02,0.04,0.07,
 SSP4,MIN_NATURAL_RATE,beta,0,0.3,0.04,0.07,0.1,
 SSP5,MIN_NATURAL_RATE,beta,0,0.3,0.02,0.04,0.07,
+SSP1,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,-0.002,0.008,0.004,0.005,0.007,
+SSP2,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,-0.002,0.008,0.002,0.003,0.004,
+SSP3,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,-0.002,0.008,-0.001,0,0.002,
+SSP4,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,-0.002,0.008,0,0.003,0.005,
+SSP5,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,-0.002,0.008,0.003,0.004,0.005,
 SSP1,TRADE_BARRIER_ADJ,beta,0.65,1.35,0.8,0.9,1,
 SSP2,TRADE_BARRIER_ADJ,beta,0.65,1.35,0.9,1,1.1,
 SSP3,TRADE_BARRIER_ADJ,beta,0.65,1.35,1.1,1.2,1.3,
@@ -59,11 +64,11 @@ SSP2,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.017,0.02,0.023,
 SSP3,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.011,0.014,0.017,
 SSP4,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.014,0.017,0.02,
 SSP5,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.023,0.026,0.029,
-SSP1,DIETARY_CLOSURE,beta,0,0.16,0.04,0.08,0.12,
-SSP2,DIETARY_CLOSURE,beta,0,0.16,0.02,0.08,0.12,
-SSP3,DIETARY_CLOSURE,beta,0,0.16,0.01,0.02,0.04,
-SSP4,DIETARY_CLOSURE,beta,0,0.16,0.01,0.02,0.04,
-SSP5,DIETARY_CLOSURE,beta,0,0.16,0.02,0.04,0.08,
+SSP1,DIETARY_CLOSURE,beta,0,0.16,0.01,0.02,0.04,
+SSP2,DIETARY_CLOSURE,beta,0,0.16,0.02,0.04,0.08,
+SSP3,DIETARY_CLOSURE,beta,0,0.16,0.02,0.04,0.08,
+SSP4,DIETARY_CLOSURE,beta,0,0.16,0.01,0.04,0.08,
+SSP5,DIETARY_CLOSURE,beta,0,0.16,0.04,0.08,0.12,
 SSP1,LAND_CHANGE_COST,beta,0.4,0.9,0.5,0.6,0.65,
 SSP2,LAND_CHANGE_COST,beta,0.4,0.9,0.55,0.6,0.65,
 SSP3,LAND_CHANGE_COST,beta,0.4,0.9,0.65,0.75,0.8,
@@ -84,8 +89,8 @@ SSP2,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
 SSP3,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
 SSP4,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
 SSP5,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
-SSP1,MARKET_LAMBA,unif,3,5,,,,
-SSP2,MARKET_LAMBA,unif,3,5,,,,
-SSP3,MARKET_LAMBA,unif,3,5,,,,
-SSP4,MARKET_LAMBA,unif,3,5,,,,
-SSP5,MARKET_LAMBA,unif,3,5,,,,
\ No newline at end of file
+SSP1,MARKET_LAMBA,unif,2.5,4.5,,,,
+SSP2,MARKET_LAMBA,unif,2.5,4.5,,,,
+SSP3,MARKET_LAMBA,unif,2.5,4.5,,,,
+SSP4,MARKET_LAMBA,unif,2.5,4.5,,,,
+SSP5,MARKET_LAMBA,unif,2.5,4.5,,,,
\ No newline at end of file
diff --git a/data/sims/ssp_params_old.csv b/data/sims/ssp_params_old.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf902c097fdef91b7a2830bcffd19c31f2e8314c
--- /dev/null
+++ b/data/sims/ssp_params_old.csv
@@ -0,0 +1,96 @@
+Ensemble,pname,dist,xmin,xmax,x05,xmode,x95,value
+SSP1,IRRIGATION_EFFICIENCY,beta,0.35,0.65,0.53,0.575,0.62,
+SSP2,IRRIGATION_EFFICIENCY,beta,0.35,0.65,0.47,0.5,0.53,
+SSP3,IRRIGATION_EFFICIENCY,beta,0.35,0.65,0.38,0.425,0.47,
+SSP4,IRRIGATION_EFFICIENCY,beta,0.35,0.65,0.425,0.5,0.575,
+SSP5,IRRIGATION_EFFICIENCY,beta,0.35,0.65,0.5,0.53,0.575,
+SSP1,MEAT_EFFICIENCY,beta,0.95,1.1,1.04,1.06,1.09,
+SSP2,MEAT_EFFICIENCY,beta,0.95,1.1,1.01,1.03,1.04,
+SSP3,MEAT_EFFICIENCY,beta,0.95,1.1,0.97,0.99,1.01,
+SSP4,MEAT_EFFICIENCY,beta,0.95,1.1,0.99,1.03,1.06,
+SSP5,MEAT_EFFICIENCY,beta,0.95,1.1,1.03,1.04,1.06,
+SSP1,MIN_NATURAL_RATE,beta,0,0.3,0.15,0.2,0.25,
+SSP2,MIN_NATURAL_RATE,beta,0,0.3,0.07,0.1,0.15,
+SSP3,MIN_NATURAL_RATE,beta,0,0.3,0.02,0.04,0.07,
+SSP4,MIN_NATURAL_RATE,beta,0,0.3,0.04,0.07,0.1,
+SSP5,MIN_NATURAL_RATE,beta,0,0.3,0.02,0.04,0.07,
+SSP1,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,0,0.01,0.006,0.007,0.009,
+SSP2,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,0,0.01,0.004,0.005,0.007,
+SSP3,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,0,0.01,0.001,0.002,0.004,
+SSP4,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,0,0.01,0.002,0.005,0.007,
+SSP5,TECHNOLOGY_CHANGE_ANNUAL_RATE,beta,0,0.01,0.005,0.006,0.007,
+SSP1,TRADE_BARRIER_ADJ,beta,0.65,1.35,0.8,0.9,1,
+SSP2,TRADE_BARRIER_ADJ,beta,0.65,1.35,0.9,1,1.1,
+SSP3,TRADE_BARRIER_ADJ,beta,0.65,1.35,1.1,1.2,1.3,
+SSP4,TRADE_BARRIER_ADJ,beta,0.65,1.35,1,1.1,1.2,
+SSP5,TRADE_BARRIER_ADJ,beta,0.65,1.35,0.7,0.8,0.9,
+SSP1,TRANSPORT_COST,beta,0.1,0.5,0.3,0.4,0.45,
+SSP2,TRANSPORT_COST,beta,0.1,0.5,0.25,0.3,0.35,
+SSP3,TRANSPORT_COST,beta,0.1,0.5,0.15,0.25,0.35,
+SSP4,TRANSPORT_COST,beta,0.1,0.5,0.25,0.35,0.45,
+SSP5,TRANSPORT_COST,beta,0.1,0.5,0.15,0.2,0.3,
+SSP1,SSP_SCENARIO,value,,,,,,SSP1_v9_130325
+SSP2,SSP_SCENARIO,value,,,,,,SSP2_v9_130325
+SSP3,SSP_SCENARIO,value,,,,,,SSP3_v9_130325
+SSP4,SSP_SCENARIO,value,,,,,,SSP4_v9_130325
+SSP5,SSP_SCENARIO,value,,,,,,SSP5_v9_130325
+SSP1,YIELD_DIR_TOP,rcp,,,,,,ssp1
+SSP2,YIELD_DIR_TOP,rcp,,,,,,ssp2
+SSP3,YIELD_DIR_TOP,rcp,,,,,,ssp3
+SSP4,YIELD_DIR_TOP,rcp,,,,,,ssp4
+SSP5,YIELD_DIR_TOP,rcp,,,,,,ssp5
+SSP1,BIOENERGY_DEMAND_SHIFT,beta,0.5,1.5,0.7,1,1.3,
+SSP2,BIOENERGY_DEMAND_SHIFT,beta,0.5,1.5,0.7,1,1.3,
+SSP3,BIOENERGY_DEMAND_SHIFT,beta,0.5,1.5,0.7,1,1.3,
+SSP4,BIOENERGY_DEMAND_SHIFT,beta,0.5,1.5,0.7,1,1.3,
+SSP5,BIOENERGY_DEMAND_SHIFT,beta,0.5,1.5,0.7,1,1.3,
+SSP1,FERTILISER_COST_PER_T,beta,1.5,3.9,2.7,3.3,3.6,
+SSP2,FERTILISER_COST_PER_T,beta,1.5,3.9,2.4,2.7,3,
+SSP3,FERTILISER_COST_PER_T,beta,1.5,3.9,1.8,2.4,3,
+SSP4,FERTILISER_COST_PER_T,beta,1.5,3.9,2.4,3,3.6,
+SSP5,FERTILISER_COST_PER_T,beta,1.5,3.9,1.8,2.1,2.7,
+SSP1,OTHER_INTENSITY_COST,beta,0.18,0.42,0.3,0.36,0.39,
+SSP2,OTHER_INTENSITY_COST,beta,0.18,0.42,0.27,0.3,0.33,
+SSP3,OTHER_INTENSITY_COST,beta,0.18,0.42,0.21,0.27,0.33,
+SSP4,OTHER_INTENSITY_COST,beta,0.18,0.42,0.27,0.33,0.39,
+SSP5,OTHER_INTENSITY_COST,beta,0.18,0.42,0.21,0.24,0.3,
+SSP1,IRRIG_COST_SCALE_FACTOR,beta,0.0006,0.0014,0.001,0.0012,0.0013,
+SSP2,IRRIG_COST_SCALE_FACTOR,beta,0.0006,0.0014,0.0009,0.001,0.0011,
+SSP3,IRRIG_COST_SCALE_FACTOR,beta,0.0006,0.0014,0.0007,0.0009,0.0011,
+SSP4,IRRIG_COST_SCALE_FACTOR,beta,0.0006,0.0014,0.0009,0.0011,0.0013,
+SSP5,IRRIG_COST_SCALE_FACTOR,beta,0.0006,0.0014,0.0007,0.0008,0.001,
+SSP1,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.02,0.023,0.026,
+SSP2,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.017,0.02,0.023,
+SSP3,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.011,0.014,0.017,
+SSP4,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.014,0.017,0.02,
+SSP5,ANNUAL_MAX_IMPORT_CHANGE,beta,0.008,0.032,0.023,0.026,0.029,
+SSP1,DIETARY_CLOSURE,beta,0,0.16,0.04,0.08,0.12,
+SSP2,DIETARY_CLOSURE,beta,0,0.16,0.02,0.08,0.12,
+SSP3,DIETARY_CLOSURE,beta,0,0.16,0.01,0.02,0.04,
+SSP4,DIETARY_CLOSURE,beta,0,0.16,0.01,0.02,0.04,
+SSP5,DIETARY_CLOSURE,beta,0,0.16,0.02,0.04,0.08,
+SSP1,LAND_CHANGE_COST,beta,0.4,0.9,0.5,0.6,0.65,
+SSP2,LAND_CHANGE_COST,beta,0.4,0.9,0.55,0.6,0.65,
+SSP3,LAND_CHANGE_COST,beta,0.4,0.9,0.65,0.75,0.8,
+SSP4,LAND_CHANGE_COST,beta,0.4,0.9,0.6,0.65,0.75,
+SSP5,LAND_CHANGE_COST,beta,0.4,0.9,0.45,0.5,0.55,
+SSP1,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.4,3,1.4,1.8,2.4,
+SSP2,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.4,3,0.85,1,1.4,
+SSP3,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.4,3,0.55,0.7,0.85,
+SSP4,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.4,3,0.85,1,1.15,
+SSP5,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.4,3,1.4,1.8,2.4,
+SSP1,CROP_TO_PASTURE_COST_FACTOR,beta,0.5,2,0.6,0.75,0.9,
+SSP2,CROP_TO_PASTURE_COST_FACTOR,beta,0.5,2,0.9,1,1.2,
+SSP3,CROP_TO_PASTURE_COST_FACTOR,beta,0.5,2,1.2,1.5,1.8,
+SSP4,CROP_TO_PASTURE_COST_FACTOR,beta,0.5,2,1,1.2,1.5,
+SSP5,CROP_TO_PASTURE_COST_FACTOR,beta,0.5,2,1,1.2,1.5,
+SSP1,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
+SSP2,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
+SSP3,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
+SSP4,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
+SSP5,PASTURE_HARVEST_FRACTION,unif,0.4,0.6,,,,
+SSP1,MARKET_LAMBA,unif,3,5,,,,
+SSP2,MARKET_LAMBA,unif,3,5,,,,
+SSP3,MARKET_LAMBA,unif,3,5,,,,
+SSP4,MARKET_LAMBA,unif,3,5,,,,
+SSP5,MARKET_LAMBA,unif,3,5,,,,
\ No newline at end of file
diff --git a/data/sims/ssp_sims.csv b/data/sims/ssp_sims.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b100f9537527c8c3575be42edb27438bc30b5601
--- /dev/null
+++ b/data/sims/ssp_sims.csv
@@ -0,0 +1,101 @@
+Ensemble,Scenario,IRRIGATION_EFFICIENCY,MEAT_EFFICIENCY,MIN_NATURAL_RATE,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_ADJ,TRANSPORT_COST,SSP_SCENARIO,YIELD_DIR_TOP,BIOENERGY_DEMAND_SHIFT,FERTILISER_COST_PER_T,OTHER_INTENSITY_COST,IRRIG_COST_SCALE_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,DIETARY_CLOSURE,LAND_CHANGE_COST,AGRI_LAND_EXPANSION_COST_FACTOR,CROP_TO_PASTURE_COST_FACTOR,PASTURE_HARVEST_FRACTION,MARKET_LAMBA
+SSP1,s1,0.564714510848817,1.04576789960521,0.195035080482664,0.00453302341257665,0.905972464181294,0.392464749320562,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1,3.25478849592337,0.355478849592337,0.00118492949864112,0.0228770160929893,0.0223114760852584,0.605912265073429,1.78643501952727,0.799371877202294,0.5,3.5
+SSP1,s2,0.591207495904613,1.01910230210397,0.219856253222114,0.00317229927549911,0.954781719442575,0.362938815233838,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,0.865397195882016,3.41331205428652,0.337763289140303,0.00123777068476217,0.0214839384786384,0.0290925017734361,0.558764762718836,2.0557376962275,0.916634525102723,0.45,4
+SSP1,s3,0.534325942455476,1.06892223634331,0.168227382610388,0.00573954921515635,0.859681918107226,0.418885342381086,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.13460280411798,3.07763289140303,0.371331205428652,0.00112587763046767,0.0242169546991675,0.0165251931668293,0.65536860525454,1.5119559625469,0.701715424021517,0.55,3
+SSP1,s4,0.550733551248452,1.03331242509116,0.207081890146159,0.00220196333409721,0.989945884654823,0.435230191370029,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.778430399816179,3.51138114822018,0.347306648304096,0.00121077545066005,0.020484656645973,0.0194506457869136,0.629163541080679,1.32513732578475,0.852579291259115,0.475,3.25
+SSP1,s5,0.606796858277385,1.08120178182465,0.148829077375294,0.00513042158342796,0.883706762006253,0.37884441384016,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.06452981700129,3.17306648304096,0.381138114822018,0.00108160647307069,0.0235183190940216,0.0344297715191872,0.528311497086473,1.91542388909079,0.646076484760872,0.575,4.25
+SSP1,s6,0.57781625716754,1.00089343110914,0.182541367124365,0.00390056018462464,0.829239642438855,0.405387725330027,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.935470182998708,2.94481941921206,0.324481941921206,0.00115768882768032,0.0222238146836663,0.0253950967147472,0.690075554645893,2.23306783557855,0.750577246234407,0.425,3.75
+SSP1,s7,0.511607847980267,1.05741386958202,0.235574858511474,0.00643562298665592,0.928802985978439,0.340803236535345,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.22156960018382,3.33232635198016,0.363232635198016,0.00127046038274006,0.0251160485505954,0.013061624676826,0.583181148689383,1.65627839026574,1.00852817274234,0.525,2.75
+SSP1,s8,0.524244354023058,1.0265132147134,0.175733923722865,0.00543021805262787,0.917182394336578,0.353148466474404,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.825362404483734,2.83497915088738,0.367182273538555,0.00125288023734395,0.0231952923242386,0.0271302412771764,0.544806959332981,1.98314961700607,0.675466222287973,0.4125,2.625
+SSP1,s9,0.584393168362297,1.0748753775722,0.227088490947081,0.00273539706529493,0.806318237947124,0.411970455897593,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.09841979470094,3.29362745293572,0.331889079884642,0.00114264423566782,0.0196770094284043,0.0149139669563471,0.641685969193539,1.42729562184378,0.882638519660683,0.5125,3.625
+SSP1,s10,0.617311195137517,0.987844825756931,0.201046402644416,0.00688785892152049,0.872098758645157,0.385821389195198,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.968039411678719,3.45864071203186,0.388136285408064,0.00104499305029579,0.0246241323378201,0.0208708732654258,0.594606482065939,1.72220092740455,1.08639003970969,0.4625,4.125
+SSP1,s11,0.557910381111818,1.05164908123043,0.133273645501426,0.00422421552697463,0.970462564867392,0.44689380901344,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.28365534146685,3.12793270700347,0.351492833517119,0.00119787581764524,0.0218711945581873,0.0390335162347535,0.717168021662326,2.36438512035683,0.774706250003591,0.5625,3.125
+SSP1,s12,0.542976076303279,1.01076723104969,0.246949634996918,0.00483324973432524,0.894900343887826,0.426440118671977,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,0.716344658533151,3.58136285408064,0.375864071203186,0.0011716427783904,0.0238548764408695,0.0314241548182402,0.617345089373763,1.85038382005971,0.825115032464495,0.4875,3.375
+SSP1,s13,0.598515947173302,1.06314178062135,0.18891464280766,0.00145599127524907,1.01832606675762,0.371322117833912,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.03196058832128,3.21492833517119,0.342793270700347,0.00129378761802688,0.0210382539570081,0.0180162151797117,0.506014108771339,1.18320225619909,0.609303681596278,0.5875,4.375
+SSP1,s14,0.571303821877664,1.0396880091869,0.159570712415042,0.00606853344549015,0.941172712563519,0.398937908822619,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp26_ipsl_LUfixes2_forED_20170610,0.901580205299064,3.01889079884642,0.359362745293572,0.00122394091179518,0.0258069208630183,0.0106388125730019,0.670976629207302,1.58698417598933,0.726454427880706,0.4375,3.875
+SSP1,s15,0.493135711360823,1.08836382007334,0.213287937490116,0.00355392090120363,0.845820085198825,0.322496525147897,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.17463759551627,3.37182273538555,0.313497915088738,0.00110629693294881,0.0225558377330524,0.0238064224660535,0.571358015534229,2.13670943336849,0.956927851747174,0.5375,2.875
+SSP1,s16,0.503525123285124,1.04275835576785,0.231115668477521,0.00406469150682832,0.866022965294802,0.375167778483337,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.15400167782362,3.19431738486793,0.349431738486793,0.00126124240938731,0.0248554512834591,0.0140299538279644,0.662863074212977,1.81836106789461,0.629134145998857,0.50625,3.1875
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diff --git a/src/ac/ed/lurg/ModelMain.java b/src/ac/ed/lurg/ModelMain.java
index 686e0356c28182a08b0de4d9ef953b9e21cb6f68..a91ebfc086cf6fad619ce920947bdd2534d31ca6 100644
--- a/src/ac/ed/lurg/ModelMain.java
+++ b/src/ac/ed/lurg/ModelMain.java
@@ -238,7 +238,7 @@ public class ModelMain {
 
 	private void writeLandCoverFile(Timestep timestep, RasterSet<LandUseItem> landUseRaster) {
 		try {
-			StringBuffer sbHeadings = new StringBuffer("Year,Cropland (Mha),Pasture (Mha),Managed_Forest (Mha),Unmanaged_Forest (Mha),Natural (Mha),Fert crop (Mt),Fert pasture (Mt),Irrig crop (km3),Irrig pasture (km3)");
+			StringBuffer sbHeadings = new StringBuffer("Year,Cropland (Mha),Pasture (Mha),Managed_Forest (Mha),Unmanaged_Forest (Mha),Natural (Mha),Energycrops (Mha),Fert crop (Mt),,Irrig crop (km3)");
 			BufferedWriter outputFile = getFileWriter(timestep, ModelConfig.LAND_COVER_OUTPUT_FILE, sbHeadings.toString());
 
 			StringBuffer sbData = new StringBuffer();
@@ -250,10 +250,11 @@ public class ModelMain {
 					LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.UNMANAGED_FOREST),
 					LandUseItem.getTotalLandCover(landUseRaster.values(), LandCoverType.OTHER_NATURAL)));
 
+			sbData.append(String.format(",%.1f", LandUseItem.getTotalCropArea(landUseRaster.values(), CropType.ENERGY_CROPS)));
 			sbData.append(String.format(",%.1f", LandUseItem.getFertiliserTotal(landUseRaster.values(), CropType.getCropsLessPasture())/1000));
-			sbData.append(String.format(",%.1f", LandUseItem.getFertiliserTotal(landUseRaster.values(), CropType.PASTURE)/1000));
+	//		sbData.append(String.format(",%.1f", LandUseItem.getFertiliserTotal(landUseRaster.values(), CropType.PASTURE)/1000));
 			sbData.append(String.format(",%.1f", LandUseItem.getIrrigationTotal(landUseRaster.values(), CropType.getCropsLessPasture())));
-			sbData.append(String.format(",%.1f", LandUseItem.getIrrigationTotal(landUseRaster.values(), CropType.PASTURE)));
+	//		sbData.append(String.format(",%.1f", LandUseItem.getIrrigationTotal(landUseRaster.values(), CropType.PASTURE)));
 
 			outputFile.write(sbData.toString());
 			outputFile.newLine();