diff --git a/data/sims/hind_params_ha.csv b/data/sims/hind_params_ha.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23ac88d734f1976eb89ca7038bc621f8986ee5cf
--- /dev/null
+++ b/data/sims/hind_params_ha.csv
@@ -0,0 +1,19 @@
+Ensemble,pname,dist,xmin,xmax
+ha,BIOENERGY_CHANGE_ANNUAL_RATE,unif,0.2,0.6
+ha,FERTILISER_COST_PER_T,unif,0.9,2.7
+ha,IRRIG_COST_SCALE_FACTOR,unif,0.0003,0.0009
+ha,IRRIGIATION_EFFICIENCY,unif,0.25,0.75
+ha,MEAT_EFFICIENCY,unif,0.5,1.5
+ha,OTHER_INTENSITY_COST,unif,0.3,0.9
+ha,PASTURE_HARVEST_FRACTION,unif,0.25,0.75
+ha,MIN_NATURAL_RATE,unif,0.05,0.15
+ha,TRADE_BARRIER_ADJ,unif,0.5,1.5
+ha,TRANSPORT_COST,unif,0.15,0.45
+ha,ANNUAL_MAX_IMPORT_CHANGE,unif,0.025,0.075
+ha,LAND_CHANGE_COST,unif,0.1,0.3
+ha,CROP_DECREASE_COST,unif,0.3,0.9
+ha,AGRI_LAND_EXPANSION_COST_FACTOR,unif,0.5,1.5
+ha,CROP_TO_PASTURE_COST_FACTOR,unif,0.5,1.5
+ha,TECHNOLOGY_CHANGE_ANNUAL_RATE,unif,0.0025,0.0075
+ha,INITIAL_PRICE_SHIFT,unif,0.5,1.5
+ha,MARKET_LAMBA,unif,0.2,0.6
\ No newline at end of file
diff --git a/data/sims/hind_params_old.csv b/data/sims/hind_params_old.csv
new file mode 100644
index 0000000000000000000000000000000000000000..274d23feafd0b170e1e09527cae45510c8e1d11f
--- /dev/null
+++ b/data/sims/hind_params_old.csv
@@ -0,0 +1,18 @@
+Ensemble,pname,dist,xmin,xmax
+hb,BIOENERGY_CHANGE_ANNUAL_RATE,unif,0,0.8
+hb,FERTILISER_COST_PER_T,unif,0.4,3.2
+hb,IRRIG_COST_SCALE_FACTOR,unif,0.0001,0.0011
+hb,IRRIGIATION_EFFICIENCY,unif,0.2,0.8
+hb,MEAT_EFFICIENCY,unif,0.8,1.2
+hb,OTHER_INTENSITY_COST,unif,0.2,1
+hb,PASTURE_HARVEST_FRACTION,unif,0.4,0.6
+hb,MIN_NATURAL_RATE,unif,0.05,0.15
+hb,TRADE_BARRIER_ADJ,unif,0.5,1.5
+hb,TRANSPORT_COST,unif,0.1,0.5
+hb,ANNUAL_MAX_IMPORT_CHANGE,unif,0.01,0.09
+hb,LAND_CHANGE_COST,unif,0.1,0.3
+hb,CROP_DECREASE_COST,unif,0.2,1
+hb,AGRI_LAND_EXPANSION_COST_FACTOR,unif,0.5,1.5
+hb,CROP_TO_PASTURE_COST_FACTOR,unif,0.5,1.5
+hb,TECHNOLOGY_CHANGE_ANNUAL_RATE,unif,0,0.01
+hb,INITIAL_PRICE_SHIFT,unif,0.5,1.5
\ No newline at end of file
diff --git a/data/sims/hind_sims.csv b/data/sims/hind_sims.csv
deleted file mode 100644
index 13034590c72cde3806998bd32fb2b01e7da86362..0000000000000000000000000000000000000000
--- a/data/sims/hind_sims.csv
+++ /dev/null
@@ -1,51 +0,0 @@
-Ensemble,Scenario,BIOENERGY_CHANGE_ANNUAL_RATE,FERTILISER_COST_PER_T,IRRIG_COST_SCALE_FACTOR,IRRIGIATION_EFFICIENCY,MEAT_EFFICIENCY,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,MIN_NATURAL_RATE,TRADE_BARRIER_ADJ,TRANSPORT_COST,ANNUAL_MAX_IMPORT_CHANGE,LAND_CHANGE_COST,AGRI_LAND_EXPANSION_COST_FACTOR,CROP_TO_PASTURE_COST_FACTOR
-hb,s1,0.35,2.7,7e-04,0.25,1,0.3,0.5,0.1,1,0.3,0.25,0.7,0.7,0.5
-hb,s2,0.525,2.05,9e-04,0.2,1.1,0.24,0.55,0.075,0.75,0.4,0.2,0.8,0.65,0.6
-hb,s3,0.175,3.35,5e-04,0.3,0.9,0.36,0.45,0.125,1.25,0.2,0.3,0.6,0.75,0.4
-hb,s4,0.2625,2.375,8e-04,0.175,1.15,0.39,0.425,0.1125,0.625,0.45,0.225,0.75,0.625,0.45
-hb,s5,0.6125,3.675,4e-04,0.275,0.95,0.27,0.525,0.0625,1.125,0.25,0.325,0.55,0.725,0.65
-hb,s6,0.4375,1.725,6e-04,0.225,0.85,0.33,0.575,0.1375,0.875,0.15,0.175,0.65,0.675,0.55
-hb,s7,0.0875,3.025,0.001,0.325,1.05,0.21,0.475,0.0875,1.375,0.35,0.275,0.85,0.775,0.35
-hb,s8,0.13125,2.2125,0.00055,0.2875,1.025,0.225,0.4125,0.14375,0.6875,0.125,0.2875,0.825,0.7125,0.575
-hb,s9,0.48125,3.5125,0.00095,0.1875,0.825,0.345,0.5125,0.09375,1.1875,0.325,0.1875,0.625,0.6125,0.375
-hb,s10,0.65625,1.5625,0.00075,0.3375,0.925,0.285,0.5625,0.11875,0.9375,0.425,0.3375,0.525,0.7625,0.475
-hb,s11,0.30625,2.8625,0.00035,0.2375,1.125,0.405,0.4625,0.06875,1.4375,0.225,0.2375,0.725,0.6625,0.675
-hb,s12,0.21875,1.8875,0.00105,0.2625,0.975,0.375,0.4375,0.08125,0.5625,0.475,0.3125,0.675,0.7375,0.625
-hb,s13,0.56875,3.1875,0.00065,0.1625,1.175,0.255,0.5375,0.13125,1.0625,0.275,0.2125,0.875,0.6375,0.425
-hb,s14,0.39375,2.5375,0.00045,0.3125,1.075,0.315,0.5875,0.05625,0.8125,0.175,0.2625,0.775,0.7875,0.325
-hb,s15,0.04375,3.8375,0.00085,0.2125,0.875,0.195,0.4875,0.10625,1.3125,0.375,0.1625,0.575,0.6875,0.525
-hb,s16,0.065625,2.61875,0.000975,0.23125,0.9125,0.2625,0.50625,0.134375,1.28125,0.2625,0.23125,0.8375,0.76875,0.3625
-hb,s17,0.415625,3.91875,0.000575,0.33125,1.1125,0.3825,0.40625,0.084375,0.78125,0.4625,0.33125,0.6375,0.66875,0.5625
-hb,s18,0.590625,1.96875,0.000375,0.18125,1.0125,0.2025,0.45625,0.109375,1.03125,0.3625,0.18125,0.5375,0.71875,0.6625
-hb,s19,0.240625,3.26875,0.000775,0.28125,0.8125,0.3225,0.55625,0.059375,0.53125,0.1625,0.28125,0.7375,0.61875,0.4625
-hb,s20,0.328125,1.64375,0.000675,0.20625,1.0625,0.3525,0.53125,0.096875,1.40625,0.3125,0.15625,0.6875,0.79375,0.4125
-hb,s21,0.678125,2.94375,0.001075,0.30625,0.8625,0.2325,0.43125,0.146875,0.90625,0.1125,0.25625,0.8875,0.69375,0.6125
-hb,s22,0.503125,2.29375,0.000875,0.15625,0.9625,0.4125,0.48125,0.071875,1.15625,0.2125,0.20625,0.7875,0.74375,0.5125
-hb,s23,0.153125,3.59375,0.000475,0.25625,1.1625,0.2925,0.58125,0.121875,0.65625,0.4125,0.30625,0.5875,0.64375,0.3125
-hb,s24,0.109375,1.80625,0.000725,0.31875,1.1375,0.2775,0.51875,0.065625,1.46875,0.2875,0.31875,0.5125,0.65625,0.5375
-hb,s25,0.459375,3.10625,0.000325,0.21875,0.9375,0.3975,0.41875,0.115625,0.96875,0.4875,0.21875,0.7125,0.75625,0.3375
-hb,s26,0.634375,2.45625,0.000525,0.26875,0.8375,0.2175,0.46875,0.090625,1.21875,0.3875,0.26875,0.8125,0.60625,0.4375
-hb,s27,0.284375,3.75625,0.000925,0.16875,1.0375,0.3375,0.56875,0.140625,0.71875,0.1875,0.16875,0.6125,0.70625,0.6375
-hb,s28,0.196875,2.13125,0.000425,0.34375,0.8875,0.3075,0.54375,0.103125,1.34375,0.3375,0.29375,0.7625,0.68125,0.6875
-hb,s29,0.546875,3.43125,0.000825,0.24375,1.0875,0.1875,0.44375,0.053125,0.84375,0.1375,0.19375,0.5625,0.78125,0.4875
-hb,s30,0.371875,1.48125,0.001025,0.29375,1.1875,0.3675,0.49375,0.128125,1.09375,0.2375,0.34375,0.6625,0.63125,0.3875
-hb,s31,0.021875,2.78125,0.000625,0.19375,0.9875,0.2475,0.59375,0.078125,0.59375,0.4375,0.24375,0.8625,0.73125,0.5875
-hb,s32,0.0328125,2.090625,0.0007875,0.265625,1.08125,0.33375,0.453125,0.1171875,1.078125,0.11875,0.190625,0.55625,0.671875,0.36875
-hb,s33,0.3828125,3.390625,0.0003875,0.165625,0.88125,0.21375,0.553125,0.0671875,0.578125,0.31875,0.290625,0.75625,0.771875,0.56875
-hb,s34,0.5578125,1.440625,0.0005875,0.315625,0.98125,0.39375,0.503125,0.1421875,1.328125,0.41875,0.240625,0.85625,0.621875,0.66875
-hb,s35,0.2078125,2.740625,0.0009875,0.215625,1.18125,0.27375,0.403125,0.0921875,0.828125,0.21875,0.340625,0.65625,0.721875,0.46875
-hb,s36,0.2953125,1.765625,0.0004875,0.290625,0.93125,0.24375,0.478125,0.0546875,1.203125,0.46875,0.215625,0.70625,0.696875,0.41875
-hb,s37,0.6453125,3.065625,0.0008875,0.190625,1.13125,0.36375,0.578125,0.1046875,0.703125,0.26875,0.315625,0.50625,0.796875,0.61875
-hb,s38,0.4703125,2.415625,0.0010875,0.340625,1.03125,0.18375,0.528125,0.0796875,1.453125,0.16875,0.165625,0.60625,0.646875,0.51875
-hb,s39,0.1203125,3.715625,0.0006875,0.240625,0.83125,0.30375,0.428125,0.1296875,0.953125,0.36875,0.265625,0.80625,0.746875,0.31875
-hb,s40,0.1640625,1.603125,0.0009375,0.178125,0.85625,0.31875,0.465625,0.0859375,1.140625,0.14375,0.253125,0.88125,0.759375,0.54375
-hb,s41,0.5140625,2.903125,0.0005375,0.278125,1.05625,0.19875,0.565625,0.1359375,0.640625,0.34375,0.153125,0.68125,0.659375,0.34375
-hb,s42,0.6890625,2.253125,0.0003375,0.228125,1.15625,0.37875,0.515625,0.0609375,1.390625,0.44375,0.303125,0.58125,0.709375,0.44375
-hb,s43,0.3390625,3.553125,0.0007375,0.328125,0.95625,0.25875,0.415625,0.1109375,0.890625,0.24375,0.203125,0.78125,0.609375,0.64375
-hb,s44,0.2515625,2.578125,0.0006375,0.153125,1.10625,0.28875,0.490625,0.1484375,1.015625,0.49375,0.328125,0.63125,0.784375,0.69375
-hb,s45,0.6015625,3.878125,0.0010375,0.253125,0.90625,0.40875,0.590625,0.0984375,0.515625,0.29375,0.228125,0.83125,0.684375,0.49375
-hb,s46,0.4265625,1.928125,0.0008375,0.203125,0.80625,0.22875,0.540625,0.1234375,1.265625,0.19375,0.278125,0.73125,0.734375,0.39375
-hb,s47,0.0765625,3.228125,0.0004375,0.303125,1.00625,0.34875,0.440625,0.0734375,0.765625,0.39375,0.178125,0.53125,0.634375,0.59375
-hb,s48,0.0546875,2.009375,0.0005125,0.346875,1.19375,0.41625,0.559375,0.0953125,0.859375,0.25625,0.221875,0.89375,0.703125,0.30625
-hb,s49,0.4046875,3.309375,0.0009125,0.246875,0.99375,0.29625,0.459375,0.1453125,1.359375,0.45625,0.321875,0.69375,0.603125,0.50625
-hb,s50,0.5796875,2.659375,0.0007125,0.296875,0.89375,0.35625,0.409375,0.0703125,0.609375,0.35625,0.171875,0.59375,0.753125,0.60625
diff --git a/data/sims/hind_sims_beta.csv b/data/sims/hind_sims_beta.csv
deleted file mode 100644
index 0f875ff5a28b36340e3b99a2a56eab7779b377f7..0000000000000000000000000000000000000000
--- a/data/sims/hind_sims_beta.csv
+++ /dev/null
@@ -1,81 +0,0 @@
-Ensemble,Scenario,AGRI_EXPANSION_COST_BASE,AGRI_EXPANSION_COST_BASE_MANAGED_FOREST,ANNUAL_MAX_IMPORT_CHANGE,BIOENERGY_CHANGE_ANNUAL_RATE,CROP_DECREASE_COST,CROP_INCREASE_COST,FERTILISER_COST_PER_T,IRRIG_COST_SCALE_FACTOR,IRRIGIATION_EFFICIENCY,MARKET_LAMBA,MEAT_EFFICIENCY,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_DECREASE_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST
-hb,s1,0.03,0.1,0.02,0.36,0.75,0.45,2.7,0.0013,0.5,4,1,0.2,0.4,0.1875,0.5,0.03
-hb,s2,0.032174185522096,0.0865397195882016,0.0208311545979356,0.267780003454084,0.817301402058992,0.403890001727042,3.18830466221561,0.00101068773646035,0.45651628955808,4.5,0.95651628955808,0.24348371044192,0.37825814477904,0.204325350514748,0.45,0.032174185522096
-hb,s3,0.027825814477904,0.113460280411798,0.0191688454020644,0.452219996545916,0.682698597941008,0.496109998272958,2.21169533778439,0.00158931226353965,0.54348371044192,3.5,1.04348371044192,0.15651628955808,0.42174185522096,0.170674649485252,0.55,0.027825814477904
-hb,s4,0.0289631388254674,0.0935470182998708,0.0203934794299223,0.209872893774089,0.860784800091911,0.525063553112956,1.92388296592335,0.00144048542552434,0.427519469769928,4.75,0.979262776509348,0.220737223490652,0.363759734884964,0.179433772874838,0.525,0.0263759734884964
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-hb,s9,0.0315846543233086,0.117463759551627,0.0210910436260146,0.240868212640022,0.608172329266575,0.483812082508246,2.81811217669977,0.00123022221424965,0.531693086466172,4.125,0.943308426727202,0.168306913533828,0.352943941283959,0.165670300560467,0.5375,0.0271654213363601
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-hb,s12,0.0284153456766914,0.0825362404483734,0.0218692458073118,0.382023747407471,0.734019705839359,0.509565893679989,2.07512204636728,0.00108680779207668,0.405887882567917,4.875,1.0566915732728,0.189741029837336,0.415846543233086,0.209329699439533,0.5125,0.0305129485081332
-hb,s13,0.0328345786636399,0.109841979470094,0.0198056520106007,0.170146094662154,0.891827670733425,0.416187917491754,3.06034298433317,0.00167101494449168,0.510258970162664,3.875,0.968306913533828,0.294112117432083,0.371654213363601,0.175197525662383,0.4125,0.0252943941283959
-hb,s14,0.0305129485081332,0.0968039411678719,0.0189089563739854,0.479131787359978,0.799209897350468,0.461011873703736,3.6568687075436,0.000726861739051749,0.468306913533828,3.375,1.01025897016266,0.231693086466172,0.447056058716041,0.152043082316644,0.5625,0.0284153456766914
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diff --git a/data/sims/hind_sims_ha.csv b/data/sims/hind_sims_ha.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f974ad32e9f3bc5348026855abd33ef8d9b6866e
--- /dev/null
+++ b/data/sims/hind_sims_ha.csv
@@ -0,0 +1,51 @@
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diff --git a/data/sims/hindparms-beta.csv b/data/sims/hindparms-beta.csv
deleted file mode 100644
index ee8f8f32d606dcdda238ae4c0717a7df7f0312e6..0000000000000000000000000000000000000000
--- a/data/sims/hindparms-beta.csv
+++ /dev/null
@@ -1,17 +0,0 @@
-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
deleted file mode 100644
index 39288620a0a6a7fd426e55a08295438e455bb16b..0000000000000000000000000000000000000000
--- a/data/sims/hindparms-unif.csv
+++ /dev/null
@@ -1,17 +0,0 @@
-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
deleted file mode 100644
index e244b38f0632a6a11362dbca28b9213d921e8436..0000000000000000000000000000000000000000
--- a/data/sims/hindparms.csv
+++ /dev/null
@@ -1,15 +0,0 @@
-Ensemble,pname,dist,xmin,xmax
-hb,BIOENERGY_CHANGE_ANNUAL_RATE,unif,0,0.7
-hb,FERTILISER_COST_PER_T,unif,1.4,4
-hb,IRRIG_COST_SCALE_FACTOR,unif,0.0003,0.0011
-hb,IRRIGIATION_EFFICIENCY,unif,0.15,0.35
-hb,MEAT_EFFICIENCY,unif,0.8,1.2
-hb,OTHER_INTENSITY_COST,unif,0.18,0.42
-hb,PASTURE_HARVEST_FRACTION,unif,0.4,0.6
-hb,MIN_NATURAL_RATE,unif,0.05,0.15
-hb,TRADE_BARRIER_ADJ,unif,0.5,1.5
-hb,TRANSPORT_COST,unif,0.1,0.5
-hb,ANNUAL_MAX_IMPORT_CHANGE,unif,0.15,0.35
-hb,LAND_CHANGE_COST,unif,0.5,0.9
-hb,AGRI_LAND_EXPANSION_COST_FACTOR,unif,0.6,0.8
-hb,CROP_TO_PASTURE_COST_FACTOR,unif,0.3,0.7
\ No newline at end of file
diff --git a/data/sims/rcp_params.csv b/data/sims/rcp_params.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe8e92cea8b73e0b13b0e196320683e42f60f6de
--- /dev/null
+++ b/data/sims/rcp_params.csv
@@ -0,0 +1,22 @@
+Ensemble,pname,dist,xmin,xmax,value
+rcp/26,AGRI_LAND_EXPANSION_COST_FACTOR,unif,0.5,1.5,
+rcp/26,ANNUAL_MAX_IMPORT_CHANGE,unif,0.01,0.03,
+rcp/26,CROP_TO_PASTURE_COST_FACTOR,unif,0.5,1.5,
+rcp/26,FERTILISER_COST_PER_T,unif,0.9,2.7,
+rcp/26,INITIAL_PRICE_SHIFT,unif,0.5,1.5,
+rcp/26,IRRIG_COST_SCALE_FACTOR,unif,0.00025,0.00075,
+rcp/26,IRRIGIATION_EFFICIENCY,unif,0.25,0.75,
+rcp/26,LAND_CHANGE_COST,unif,0.1,0.3,
+rcp/26,MEAT_EFFICIENCY,unif,0.5,1.5,
+rcp/26,MIN_NATURAL_RATE,unif,0.05,0.15,
+rcp/26,OTHER_INTENSITY_COST,unif,0.3,0.9,
+rcp/26,PASTURE_HARVEST_FRACTION,unif,0.25,0.75,
+rcp/26,TECHNOLOGY_CHANGE_ANNUAL_RATE,unif,0.001,0.003,
+rcp/26,TRADE_BARRIER_ADJ,unif,0.2,0.4,
+rcp/26,TRANSPORT_COST,unif,0.15,0.45,
+rcp/26,YIELD_DIR_TOP,value,,,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513
+rcp/26,SSP_SCENARIO,value,,,SSP2_v9_130325
+rcp/26,SSP_GDP_PC_FACTOR,unif,0.9,1.1,
+rcp/26,SSP_POPULATION_FACTOR,unif,0.9,1.1,
+rcp/26,PASTURE_INCREASE_COST,unif,0.04,0.12,
+rcp/26,PASTURE_DECREASE_COST,unif,0.075,0.225,
\ No newline at end of file
diff --git a/data/sims/rcp_sims.csv b/data/sims/rcp_sims.csv
index dfa671d49460a954153f8cf33de40051faf754b7..1800697445d7693361d066d1120e8cc37b30b960 100644
--- a/data/sims/rcp_sims.csv
+++ b/data/sims/rcp_sims.csv
@@ -1,6 +1,21 @@
-Ensemble,Scenario,YIELD_DIR_TOP,CHANGE_YIELD_DATA_YEAR,SSP_SCENARIO
-rcp,26,LPJG_PLUM_expt1.2_rcp26_ipsl_LUfixes2_forED_20170610,TRUE,SSP2_v9_130325
-rcp,45,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,TRUE,SSP2_v9_130325
-rcp,60,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,TRUE,SSP2_v9_130325
-rcp,85,LPJG_PLUM_expt1.2_rcp85_ipsl_LUfixes2_forED_20170610,TRUE,SSP2_v9_130325
-rcp,none,LPJG_PLUM_expt1.2_rcp26_ipsl_LUfixes2_forED_20170610,FALSE,SSP2_v9_130325
+Ensemble,Scenario,AGRI_LAND_EXPANSION_COST_FACTOR,ANNUAL_MAX_IMPORT_CHANGE,CROP_TO_PASTURE_COST_FACTOR,FERTILISER_COST_PER_T,INITIAL_PRICE_SHIFT,IRRIG_COST_SCALE_FACTOR,IRRIGIATION_EFFICIENCY,LAND_CHANGE_COST,MEAT_EFFICIENCY,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_ADJ,TRANSPORT_COST,YIELD_DIR_TOP,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,PASTURE_INCREASE_COST,PASTURE_DECREASE_COST
+rcp/26,s1,1,0.02,1,1.8,1,5e-04,0.5,0.2,1,0.1,0.6,0.5,0.002,0.3,0.3,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1,1,0.08,0.15
+rcp/26,s2,1.25,0.015,1.25,1.35,1.25,0.000375,0.625,0.15,0.75,0.125,0.45,0.625,0.0015,0.35,0.225,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.95,1.05,0.06,0.1875
+rcp/26,s3,0.75,0.025,0.75,2.25,0.75,0.000625,0.375,0.25,1.25,0.075,0.75,0.375,0.0025,0.25,0.375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.05,0.95,0.1,0.1125
+rcp/26,s4,0.875,0.0175,1.125,1.125,1.375,0.0006875,0.3125,0.225,0.625,0.1375,0.525,0.5625,0.00125,0.275,0.3375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.975,0.975,0.11,0.20625
+rcp/26,s5,1.375,0.0275,0.625,2.025,0.875,0.0004375,0.5625,0.125,1.125,0.0875,0.825,0.3125,0.00225,0.375,0.1875,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.075,1.075,0.07,0.13125
+rcp/26,s6,1.125,0.0125,0.875,1.575,0.625,0.0005625,0.6875,0.275,0.875,0.0625,0.375,0.4375,0.00175,0.325,0.4125,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.925,1.025,0.09,0.09375
+rcp/26,s7,0.625,0.0225,1.375,2.475,1.125,0.0003125,0.4375,0.175,1.375,0.1125,0.675,0.6875,0.00275,0.225,0.2625,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.025,0.925,0.05,0.16875
+rcp/26,s8,0.6875,0.01625,0.8125,2.1375,1.0625,0.00034375,0.28125,0.2875,0.6875,0.05625,0.7125,0.65625,0.002125,0.3375,0.20625,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.9125,0.9125,0.105,0.215625
+rcp/26,s9,1.1875,0.02625,1.3125,1.2375,0.5625,0.00059375,0.53125,0.1875,1.1875,0.10625,0.4125,0.40625,0.001125,0.2375,0.35625,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.0125,1.0125,0.065,0.140625
+rcp/26,s10,1.4375,0.01125,1.0625,2.5875,0.8125,0.00046875,0.65625,0.2375,0.9375,0.13125,0.8625,0.28125,0.002625,0.2875,0.28125,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.9625,1.0625,0.085,0.103125
+rcp/26,s11,0.9375,0.02125,0.5625,1.6875,1.3125,0.00071875,0.40625,0.1375,1.4375,0.08125,0.5625,0.53125,0.001625,0.3875,0.43125,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.0625,0.9625,0.045,0.178125
+rcp/26,s12,0.8125,0.01375,1.4375,1.9125,0.9375,0.00065625,0.34375,0.1625,0.5625,0.14375,0.7875,0.46875,0.002375,0.3625,0.31875,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.9875,0.9875,0.055,0.084375
+rcp/26,s13,1.3125,0.02375,0.9375,1.0125,1.4375,0.00040625,0.59375,0.2625,1.0625,0.09375,0.4875,0.71875,0.001375,0.2625,0.16875,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.0875,1.0875,0.095,0.159375
+rcp/26,s14,1.0625,0.01875,0.6875,2.3625,1.1875,0.00053125,0.71875,0.1125,0.8125,0.06875,0.6375,0.59375,0.002875,0.2125,0.39375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.9375,1.0375,0.075,0.196875
+rcp/26,s15,0.5625,0.02875,1.1875,1.4625,0.6875,0.00028125,0.46875,0.2125,1.3125,0.11875,0.3375,0.34375,0.001875,0.3125,0.24375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.0375,0.9375,0.115,0.121875
+rcp/26,s16,0.59375,0.019375,1.34375,1.63125,0.78125,0.000421875,0.515625,0.26875,1.28125,0.090625,0.54375,0.671875,0.0026875,0.23125,0.384375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.00625,0.96875,0.0775,0.1265625
+rcp/26,s17,1.09375,0.029375,0.84375,2.53125,1.28125,0.000671875,0.265625,0.16875,0.78125,0.140625,0.84375,0.421875,0.0016875,0.33125,0.234375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.90625,1.06875,0.1175,0.2015625
+rcp/26,s18,1.34375,0.014375,0.59375,1.18125,1.03125,0.000296875,0.390625,0.21875,1.03125,0.115625,0.39375,0.296875,0.0021875,0.38125,0.309375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.05625,1.01875,0.0575,0.1640625
+rcp/26,s19,0.84375,0.024375,1.09375,2.08125,0.53125,0.000546875,0.640625,0.11875,0.53125,0.065625,0.69375,0.546875,0.0011875,0.28125,0.159375,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,0.95625,0.91875,0.0975,0.0890625
+rcp/26,s20,0.96875,0.011875,0.96875,1.40625,1.15625,0.000609375,0.578125,0.19375,1.40625,0.103125,0.31875,0.484375,0.0029375,0.25625,0.271875,LPJG_PLUM_expt1.2_rcp26_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170904130513,SSP2_v9_130325,1.08125,0.94375,0.0875,0.1828125
diff --git a/data/sims/ssp_params.csv b/data/sims/ssp_params.csv
index f09ee68c27d2ab3d8ad0190f5766f72fcd29c963..efe343a8c3307478bf79df5de220d7c6a47aa1bf 100644
--- a/data/sims/ssp_params.csv
+++ b/data/sims/ssp_params.csv
@@ -1,9 +1,9 @@
 Ensemble,pname,dist,xmin,xmax,x05,xmode,x95,value
-SSP1,IRRIGATION_EFFICIENCY,beta,0.275,0.425,0.365,0.3875,0.41,
-SSP2,IRRIGATION_EFFICIENCY,beta,0.275,0.425,0.335,0.35,0.365,
-SSP3,IRRIGATION_EFFICIENCY,beta,0.275,0.425,0.29,0.3125,0.335,
-SSP4,IRRIGATION_EFFICIENCY,beta,0.275,0.425,0.3125,0.35,0.3875,
-SSP5,IRRIGATION_EFFICIENCY,beta,0.275,0.425,0.35,0.365,0.3875,
+SSP1,IRRIGATION_EFFICIENCY,beta,0.4,0.6,0.52,0.55,0.58,
+SSP2,IRRIGATION_EFFICIENCY,beta,0.4,0.6,0.48,0.5,0.52,
+SSP3,IRRIGATION_EFFICIENCY,beta,0.4,0.6,0.42,0.45,0.48,
+SSP4,IRRIGATION_EFFICIENCY,beta,0.4,0.6,0.45,0.5,0.55,
+SSP5,IRRIGATION_EFFICIENCY,beta,0.4,0.6,0.5,0.52,0.55,
 SSP1,MEAT_EFFICIENCY,beta,0.95,1.05,1.01,1.02,1.04,
 SSP2,MEAT_EFFICIENCY,beta,0.95,1.05,0.99,1,1.01,
 SSP3,MEAT_EFFICIENCY,beta,0.95,1.05,0.98,1,1.02,
@@ -44,46 +44,41 @@ 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,0.28,0.52,0.4,0.46,0.49,
-SSP2,OTHER_INTENSITY_COST,beta,0.28,0.52,0.37,0.4,0.43,
-SSP3,OTHER_INTENSITY_COST,beta,0.28,0.52,0.31,0.37,0.43,
-SSP4,OTHER_INTENSITY_COST,beta,0.28,0.52,0.37,0.43,0.49,
-SSP5,OTHER_INTENSITY_COST,beta,0.28,0.52,0.31,0.34,0.4,
-SSP1,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.0015,0.0008,0.001,0.0013,
-SSP2,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.0015,0.0006,0.0008,0.001,
-SSP3,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.0015,0.0004,0.0006,0.001,
-SSP4,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.0015,0.0006,0.001,0.0013,
-SSP5,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.0015,0.0004,0.0006,0.0008,
-SSP1,ANNUAL_MAX_IMPORT_CHANGE,beta,0.013,0.037,0.025,0.028,0.031,
-SSP2,ANNUAL_MAX_IMPORT_CHANGE,beta,0.013,0.037,0.022,0.025,0.028,
-SSP3,ANNUAL_MAX_IMPORT_CHANGE,beta,0.013,0.037,0.016,0.019,0.022,
-SSP4,ANNUAL_MAX_IMPORT_CHANGE,beta,0.013,0.037,0.019,0.022,0.025,
-SSP5,ANNUAL_MAX_IMPORT_CHANGE,beta,0.013,0.037,0.028,0.031,0.034,
-SSP1,DIETARY_CLOSURE,beta,0,0.8,0.05,0.1,0.2,
-SSP2,DIETARY_CLOSURE,beta,0,0.8,0.1,0.2,0.3,
-SSP3,DIETARY_CLOSURE,beta,0,0.8,0.1,0.2,0.3,
-SSP4,DIETARY_CLOSURE,beta,0,0.8,0.05,0.2,0.3,
-SSP5,DIETARY_CLOSURE,beta,0,0.8,0.2,0.3,0.6,
-SSP1,LAND_CHANGE_COST,beta,0.4,1,0.75,0.85,0.9,
-SSP2,LAND_CHANGE_COST,beta,0.4,1,0.65,0.7,0.75,
-SSP3,LAND_CHANGE_COST,beta,0.4,1,0.6,0.7,0.8,
-SSP4,LAND_CHANGE_COST,beta,0.4,1,0.7,0.75,0.85,
-SSP5,LAND_CHANGE_COST,beta,0.4,1,0.5,0.6,0.65,
-SSP1,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.1,2.8,1,1.6,2.2,
-SSP2,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.1,2.8,0.6,0.8,1,
-SSP3,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.1,2.8,0.3,0.45,0.6,
-SSP4,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.1,2.8,0.6,0.8,1,
-SSP5,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.1,2.8,1,1.6,2.2,
-SSP1,CROP_TO_PASTURE_COST_FACTOR,unif,0.6,1,,,,
-SSP2,CROP_TO_PASTURE_COST_FACTOR,unif,0.6,1,,,,
-SSP3,CROP_TO_PASTURE_COST_FACTOR,unif,0.6,1,,,,
-SSP4,CROP_TO_PASTURE_COST_FACTOR,unif,0.6,1,,,,
-SSP5,CROP_TO_PASTURE_COST_FACTOR,unif,0.6,1,,,,
+SSP1,FERTILISER_COST_PER_T,beta,0.6,3,1.8,2.4,2.7,
+SSP2,FERTILISER_COST_PER_T,beta,0.6,3,1.5,1.8,2.1,
+SSP3,FERTILISER_COST_PER_T,beta,0.6,3,0.9,1.5,2.1,
+SSP4,FERTILISER_COST_PER_T,beta,0.6,3,1.5,2.1,2.7,
+SSP5,FERTILISER_COST_PER_T,beta,0.6,3,0.9,1.2,1.8,
+SSP1,OTHER_INTENSITY_COST,beta,0.48,0.72,0.6,0.66,0.69,
+SSP2,OTHER_INTENSITY_COST,beta,0.48,0.72,0.57,0.6,0.63,
+SSP3,OTHER_INTENSITY_COST,beta,0.48,0.72,0.51,0.57,0.63,
+SSP4,OTHER_INTENSITY_COST,beta,0.48,0.72,0.57,0.63,0.69,
+SSP5,OTHER_INTENSITY_COST,beta,0.48,0.72,0.51,0.54,0.6,
+SSP1,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.001,0.0006,0.0007,0.0008,
+SSP2,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.001,0.0004,0.00055,0.0007,
+SSP3,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.001,0.0003,0.00045,0.00045,
+SSP4,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.001,0.0004,0.0007,0.0008,
+SSP5,IRRIG_COST_SCALE_FACTOR,beta,0.0002,0.001,0.0003,0.00045,0.0006,
+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,LAND_CHANGE_COST,beta,0.05,0.35,0.225,0.275,0.3,
+SSP2,LAND_CHANGE_COST,beta,0.05,0.35,0.175,0.2,0.225,
+SSP3,LAND_CHANGE_COST,beta,0.05,0.35,0.15,0.2,0.25,
+SSP4,LAND_CHANGE_COST,beta,0.05,0.35,0.2,0.225,0.275,
+SSP5,LAND_CHANGE_COST,beta,0.05,0.35,0.1,0.15,0.175,
+SSP1,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.3,1.8,0.9,1.2,1.4,
+SSP2,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.3,1.8,0.9,1,1.1,
+SSP3,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.3,1.8,0.5,0.7,0.9,
+SSP4,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.3,1.8,0.9,1,1.1,
+SSP5,AGRI_LAND_EXPANSION_COST_FACTOR,beta,0.3,1.8,0.9,1.2,1.4,
+SSP1,CROP_TO_PASTURE_COST_FACTOR,unif,0.7,1.4,,,,
+SSP2,CROP_TO_PASTURE_COST_FACTOR,unif,0.7,1.4,,,,
+SSP3,CROP_TO_PASTURE_COST_FACTOR,unif,0.7,1.4,,,,
+SSP4,CROP_TO_PASTURE_COST_FACTOR,unif,0.7,1.4,,,,
+SSP5,CROP_TO_PASTURE_COST_FACTOR,unif,0.7,1.4,,,,
 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,,,,
diff --git a/data/sims/ssp_params_old.csv b/data/sims/ssp_params_old.csv
deleted file mode 100644
index cf902c097fdef91b7a2830bcffd19c31f2e8314c..0000000000000000000000000000000000000000
--- a/data/sims/ssp_params_old.csv
+++ /dev/null
@@ -1,96 +0,0 @@
-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
index 7122c1633307e54a0e09c7c193f5bca930d9f386..a4c229fde230c255612326a5021f2ae4f1cea55f 100644
--- a/data/sims/ssp_sims.csv
+++ b/data/sims/ssp_sims.csv
@@ -1,201 +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,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,INITIAL_PRICE_SHIFT
-SSP1,s1,0.382357255424409,1.01533023412577,0.195035080482664,0.00453302341257665,0.811944928362587,0.392464749320562,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1,3.25478849592337,0.455478849592337,0.000971365056110313,0.0278770160929894,0.111557380426292,0.846165648610371,1.58037711411814,0.8,0.5,3.5,1,1,1
-SSP1,s2,0.395603747952307,1.00172299275499,0.219856253222114,0.00317229927549911,0.909563438885149,0.362938815233838,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,0.865397195882016,3.41331205428652,0.437763289140303,0.0011234331065069,0.0264839384786384,0.145462508867181,0.820994699919655,1.85343321759731,0.9,0.45,4,0.95,1.05,0.9
-SSP1,s3,0.367162971227738,1.02739549215156,0.168227382610388,0.00573954921515635,0.719363836214453,0.418885342381086,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.13460280411798,3.07763289140303,0.471331205428652,0.000809198062110852,0.0292169546991675,0.0826259658341464,0.869649032734091,1.29978415050605,0.7,0.55,3,1.05,0.95,1.1
-SSP1,s4,0.375366775624226,1.00900560184625,0.207081890146159,0.00220196333409721,0.979891769309646,0.435230191370029,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.778430399816179,3.51138114822018,0.447306648304096,0.00104533916770644,0.025484656645973,0.0972532289345681,0.857486092428052,1.10712660576153,0.85,0.475,3.25,1.075,1.075,1.05
-SSP1,s5,0.403398429138692,1.03435622986656,0.148829077375294,0.00513042158342796,0.767413524012506,0.37884441384016,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.06452981700129,3.17306648304096,0.481138114822018,0.000696895455272205,0.0285183190940216,0.172148857595936,0.802380563695888,1.71140841477001,0.65,0.575,4.25,0.975,0.975,0.85
-SSP1,s6,0.38890812858377,0.992019633340972,0.182541367124365,0.00390056018462464,0.658479284877709,0.405387725330027,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.935470182998708,2.94481941921206,0.424481941921207,0.000895102539410097,0.0272238146836663,0.126975483573736,0.885067540975807,2.03225582307544,0.75,0.425,3.75,1.025,0.925,1.15
-SSP1,s7,0.355803923990134,1.02130421583428,0.235574858511474,0.00643562298665592,0.857605971956879,0.340803236535345,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.22156960018382,3.33232635198016,0.463232635198016,0.00121753165132161,0.0301160485505954,0.0653081233841299,0.834467779473044,1.44764618334637,0.95,0.525,2.75,0.925,1.025,0.95
-SSP1,s8,0.362122177011529,1.00553920901204,0.175733923722865,0.00543021805262787,0.834364788673155,0.353148466474404,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.825362404483734,2.83497915088738,0.467182273538555,0.00116711655932996,0.0281952923242386,0.135651206385882,0.812755045447324,1.78002271293277,0.675,0.4125,2.625,1.0625,1.0875,0.925
-SSP1,s9,0.392196584181148,1.0306853344549,0.227088490947081,0.00273539706529493,0.612636475894249,0.411970455897593,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.09841979470094,3.29362745293572,0.431889079884642,0.00085399720541272,0.0246770094284043,0.0745698347817357,0.863366505813779,1.21266873904281,0.875,0.5125,3.625,0.9625,0.9875,1.125
-SSP1,s10,0.408655597568759,0.984559912752491,0.201046402644416,0.00688785892152049,0.744197517290314,0.385821389195198,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,0.968039411678719,3.45864071203186,0.488136285408064,0.000611556485432717,0.0296241323378201,0.104354366327129,0.840435830871494,1.51494089962857,0.975,0.4625,4.125,1.0125,0.9375,0.825
-SSP1,s11,0.378955190555909,1.01833249734325,0.133273645501426,0.00422421552697463,0.940925129734783,0.44689380901344,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,1.28365534146685,3.12793270700347,0.451492833517119,0.00100826786263636,0.0268711945581873,0.195167581173767,0.896755826404088,2.16425525237193,0.775,0.5625,3.125,0.9125,1.0375,1.025
-SSP1,s12,0.371488038151639,0.997353970652949,0.246949634996918,0.00483324973432524,0.789800687775651,0.426440118671977,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp45_ipsl_LUfixes2_forED_20170610,0.716344658533151,3.58136285408064,0.475864071203186,0.000933902634973263,0.0288548764408695,0.157120774091201,0.851803432181203,1.64539813149597,0.825,0.4875,3.375,0.9375,0.9125,1.175
-SSP1,s13,0.399257973586651,1.02430218052628,0.18891464280766,0.00145599127524907,1.03665213351524,0.371322117833912,SSP1_v9_130325,LPJG_PLUM_expt1.2_rcp60_ipsl_LUfixes2_forED_20170610,1.03196058832128,3.21492833517119,0.442793270700347,0.00128299065788351,0.026038253957008,0.0900810758985584,0.786944132314105,0.959613754626942,0.625,0.5875,4.375,1.0375,1.0125,0.975
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