diff --git a/data/sims/bioEU.csv b/data/sims/bioEU.csv
deleted file mode 100644
index cd76891aa2f6e4572a1e1156854a6db8ca4db2fc..0000000000000000000000000000000000000000
--- a/data/sims/bioEU.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
-bioEU/BAU,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3
-bioEU/BAU,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.25,0.0375,0.0625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243
-bioEU/BAU,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.15,0.0625,0.0375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326
-bioEU/BAU,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.225,0.04375,0.04375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706
-bioEU/BAU,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.125,0.06875,0.06875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818
-bioEU/BAU,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.175,0.03125,0.05625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571
-bioEU/BAU,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.275,0.05625,0.03125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118
-bioEU/BAU,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.1375,0.028125,0.028125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367
-bioEU/BAU,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2375,0.053125,0.053125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333
-bioEU/BAU,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2875,0.040625,0.065625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417
-bioEU/BAU_nobe,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3
-bioEU/BAU_nobe,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.25,0.0375,0.0625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243
-bioEU/BAU_nobe,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.15,0.0625,0.0375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326
-bioEU/BAU_nobe,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.225,0.04375,0.04375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706
-bioEU/BAU_nobe,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.125,0.06875,0.06875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818
-bioEU/BAU_nobe,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.175,0.03125,0.05625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571
-bioEU/BAU_nobe,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.275,0.05625,0.03125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118
-bioEU/BAU_nobe,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.1375,0.028125,0.028125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367
-bioEU/BAU_nobe,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2375,0.053125,0.053125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333
-bioEU/BAU_nobe,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2875,0.040625,0.065625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,TRUE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417
diff --git a/data/sims/bioEU_nopa.csv b/data/sims/bioEU_nopa.csv
deleted file mode 100644
index 8ffb0976e689fbb98905b214a5a7cae4ac19cf24..0000000000000000000000000000000000000000
--- a/data/sims/bioEU_nopa.csv
+++ /dev/null
@@ -1,21 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
-bioEU/BAU_nopa,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3
-bioEU/BAU_nopa,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.25,0.0375,0.0625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243
-bioEU/BAU_nopa,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.15,0.0625,0.0375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326
-bioEU/BAU_nopa,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.225,0.04375,0.04375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706
-bioEU/BAU_nopa,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.125,0.06875,0.06875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818
-bioEU/BAU_nopa,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.175,0.03125,0.05625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571
-bioEU/BAU_nopa,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.275,0.05625,0.03125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118
-bioEU/BAU_nopa,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.1375,0.028125,0.028125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367
-bioEU/BAU_nopa,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2375,0.053125,0.053125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333
-bioEU/BAU_nopa,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2875,0.040625,0.065625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417
-bioEU/BAU_nopabe,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3
-bioEU/BAU_nopabe,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.25,0.0375,0.0625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243
-bioEU/BAU_nopabe,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.15,0.0625,0.0375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326
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-bioEU/BAU_nopabe,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.125,0.06875,0.06875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818
-bioEU/BAU_nopabe,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.175,0.03125,0.05625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571
-bioEU/BAU_nopabe,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.275,0.05625,0.03125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118
-bioEU/BAU_nopabe,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.1375,0.028125,0.028125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367
-bioEU/BAU_nopabe,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2375,0.053125,0.053125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333
-bioEU/BAU_nopabe,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2875,0.040625,0.065625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,FALSE,FALSE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417
diff --git a/data/sims/combined.csv b/data/sims/combined.csv
deleted file mode 100644
index 5adac047f0e96bc2d8d5517460c7cfebddf34646..0000000000000000000000000000000000000000
--- a/data/sims/combined.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION,TRADE_BARRIER_ANNUAL_CHANGE,TRADE_COSTS_ANNUAL_CHANGE,TRADE_LOSSES_ANNUAL_CHANGE,TRADE_START_YEAR,TRADE_END_YEAR
-combined/BAU,s1,1,0.025,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3,0,0,0,2020,2025
-combined/combined,s1,1,0.025,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,TRUE,2010,2050,0.02375,0.02375,0.3,0.35,0.05,0.3,0.15,0.1,0.01,2020,2025
diff --git a/data/sims/diet_nopa.csv b/data/sims/diet_nopa.csv
deleted file mode 100644
index e91ead712bae430100efe5b12301b865645a1dd6..0000000000000000000000000000000000000000
--- a/data/sims/diet_nopa.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
-diet/BAU_nopa,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
-diet/BAU_nopa,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.25,0.0375,0.0625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243
-diet/BAU_nopa,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.15,0.0625,0.0375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326
-diet/BAU_nopa,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.225,0.04375,0.04375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706
-diet/BAU_nopa,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.125,0.06875,0.06875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818
-diet/BAU_nopa,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.175,0.03125,0.05625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.25,0.375,0.0535714285714286,0.321428571428571
-diet/BAU_nopa,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.275,0.05625,0.03125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118
-diet/BAU_nopa,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.1375,0.028125,0.028125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367
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-diet/BAU_nopa,s13,1.3125,0.059375,0.9375,1.45,1.4375,0.00040625,0.2375,0.065625,0.6375,0.4875,0.065,0.14375,SSP2_v9_130325,0.9625,0.9125,0.001125,0.1125,0.071875,0.071875,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.428571428571429,0.236842105263158,0.0413533834586466,0.293233082706767
-diet/BAU_nopa,s14,1.0625,0.046875,0.6875,2.05,1.1875,0.00053125,0.2875,0.028125,0.4875,0.4375,0.085,0.11875,SSP2_v9_130325,0.9125,1.0625,0.001625,0.1625,0.034375,0.059375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.343283582089552,0.365671641791045,0.0373134328358209,0.253731343283582
-diet/BAU_nopa,s15,0.5625,0.071875,1.1875,1.65,0.6875,0.00028125,0.1875,0.053125,0.7875,0.5375,0.045,0.06875,SSP2_v9_130325,1.0125,0.9625,0.002625,0.2625,0.059375,0.034375,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.348837209302326,0.352713178294574,0.0891472868217054,0.209302325581395
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diff --git a/data/sims/diet_pa.csv b/data/sims/diet_pa.csv
deleted file mode 100644
index 7313bcf2c492988cbeaefaa9c065ea7e5f71efe8..0000000000000000000000000000000000000000
--- a/data/sims/diet_pa.csv
+++ /dev/null
@@ -1,211 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
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-diet/BAU_constant_high,s25,1.15625,0.0578125,0.53125,1.675,0.84375,0.000703125,0.11875,0.0578125,0.58125,0.59375,0.0675,0.103125,SSP2_v9_130325,0.91875,0.99375,0.0024375,0.23125,0.0296875,0.0640625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.429878048780488,0.18140243902439,0.0503048780487805,0.338414634146341
-diet/BAU_constant_high,s26,1.40625,0.0453125,0.78125,1.875,0.59375,0.000328125,0.16875,0.0453125,0.73125,0.54375,0.0875,0.128125,SSP2_v9_130325,0.96875,1.04375,0.0029375,0.28125,0.0671875,0.0515625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.317934782608696,0.389945652173913,0.0557065217391304,0.236413043478261
-diet/BAU_constant_high,s27,0.90625,0.0703125,1.28125,1.475,1.09375,0.000578125,0.26875,0.0703125,0.43125,0.44375,0.0475,0.078125,SSP2_v9_130325,1.06875,0.94375,0.0019375,0.18125,0.0421875,0.0265625,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.226973684210526,0.287828947368421,0.0411184210526316,0.444078947368421
-diet/BAU_constant_high,s28,0.78125,0.0390625,0.65625,2.175,0.71875,0.000515625,0.24375,0.0515625,0.80625,0.51875,0.0975,0.115625,SSP2_v9_130325,1.09375,0.96875,0.0011875,0.20625,0.0734375,0.0328125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.35054347826087,0.275815217391304,0.0394021739130435,0.334239130434783
-diet/BAU_constant_high,s29,1.28125,0.0640625,1.15625,1.775,1.21875,0.000265625,0.14375,0.0265625,0.50625,0.41875,0.0575,0.065625,SSP2_v9_130325,0.99375,1.06875,0.0021875,0.10625,0.0484375,0.0578125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.241071428571429,0.46875,0.0669642857142857,0.223214285714286
-diet/BAU_constant_high,s30,1.03125,0.0265625,1.40625,1.975,1.46875,0.000640625,0.19375,0.0640625,0.65625,0.46875,0.1175,0.090625,SSP2_v9_130325,0.94375,0.91875,0.0026875,0.15625,0.0609375,0.0703125,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.229838709677419,0.296370967741935,0.0745967741935484,0.399193548387097
diff --git a/data/sims/diet_singles_with_pa.csv b/data/sims/diet_singles_with_pa.csv
deleted file mode 100644
index b10a6771ab6616a917f098e4746345689e99b73d..0000000000000000000000000000000000000000
--- a/data/sims/diet_singles_with_pa.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
-diet_singles/BAU,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
-diet_singles/constant,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,TRUE,TRUE,TRUE,TRUE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
-diet_singles/norums,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,TRUE,2010,2100,0.01055556,0,0.3,0.35,0.05,0.3
-diet_singles/vegan,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,TRUE,TRUE,2010,2100,0.01055556,0.01055556,0.3,0.35,0.05,0.3
diff --git a/data/sims/diet_singles_without_pa.csv b/data/sims/diet_singles_without_pa.csv
deleted file mode 100644
index a61cfdfb73616e9450f0d448405533312c3a7a5c..0000000000000000000000000000000000000000
--- a/data/sims/diet_singles_without_pa.csv
+++ /dev/null
@@ -1,5 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION
-diet_singles/BAU_nopa,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
-diet_singles/constant_nopa,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,TRUE,TRUE,TRUE,FALSE,FALSE,2010,2100,0,0,0.3,0.35,0.05,0.3
-diet_singles/norums_nopa,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,TRUE,2010,2100,0.01055556,0,0.3,0.35,0.05,0.3
-diet_singles/vegan_nopa,s1,1,0.05,1,1.8,1,5.00E-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,TRUE,2010,2100,0.01055556,0.01055556,0.3,0.35,0.05,0.3
diff --git a/data/sims/workshop.csv b/data/sims/workshop.csv
deleted file mode 100644
index 3d901df909155e8c91ea9699d2e45747ac8509a4..0000000000000000000000000000000000000000
--- a/data/sims/workshop.csv
+++ /dev/null
@@ -1,81 +0,0 @@
-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,LAND_CHANGE_COST,MIN_NATURAL_RATE,OTHER_INTENSITY_COST,PASTURE_HARVEST_FRACTION,PASTURE_INCREASE_COST,SEED_AND_WASTE_FRACTION,SSP_SCENARIO,SSP_GDP_PC_FACTOR,SSP_POPULATION_FACTOR,TECHNOLOGY_CHANGE_ANNUAL_RATE,TRADE_BARRIER_FACTOR_DEFAULT,TRANSPORT_COST,TRANSPORT_LOSSES,YIELD_DIR_TOP,CONSTANT_DIET_LOW_INCOME,CONSTANT_DIET_HIGH_INCOME,ENABLE_GEN2_BIOENERGY,PROTECTED_AREAS_ENABLED,ACTIVE_DIETARY_SHIFT,DIETARY_CHANGE_START_YEAR,DIETARY_CHANGE_END_YEAR,RUMINANT_CHANGE_ANNUAL_RATE,MONOGASTRIC_CHANGE_ANNUAL_RATE,CEREALS_SUB_PROPORTION,PULSES_SUB_PROPORTION,OILCROPS_SUB_PROPORTION,STARCHY_ROOTS_SUB_PROPORTION,TRADE_BARRIER_ANNUAL_CHANGE,TRADE_COSTS_ANNUAL_CHANGE,TRADE_LOSSES_ANNUAL_CHANGE,TRADE_START_YEAR,TRADE_END_YEAR
-workshop/BAU,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3,0,0,0,2020,2025
-workshop/BAU,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243,0,0,0,2020,2025
-workshop/BAU,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326,0,0,0,2020,2025
-workshop/BAU,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706,0,0,0,2020,2025
-workshop/BAU,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818,0,0,0,2020,2025
-workshop/BAU,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571,0,0,0,2020,2025
-workshop/BAU,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118,0,0,0,2020,2025
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-workshop/BAU,s11,0.9375,0.053125,0.5625,1.75,1.3125,0.00071875,0.1625,0.034375,0.8625,0.4625,0.075,0.10625,SSP2_v9_130325,1.0875,1.0875,0.002875,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.304347826086957,0.321256038647343,0.0410628019323672,0.333333333333333,0,0,0,2020,2025
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-workshop/prot,s1,1,0.05,1,1.8,1,5e-04,0.2,0.05,0.6,0.5,0.08,0.1,SSP2_v9_130325,1,1,0.002,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.3,0.35,0.05,0.3,0.15,0.1,0.01,2020,2025
-workshop/prot,s2,1.25,0.0375,1.25,1.6,1.25,0.000375,0.25,0.0375,0.45,0.55,0.06,0.125,SSP2_v9_130325,1.05,0.95,0.0025,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.405405405405405,0.283783783783784,0.0675675675675676,0.243243243243243,0.15,0.1,0.01,2020,2025
-workshop/prot,s3,0.75,0.0625,0.75,2,0.75,0.000625,0.15,0.0625,0.75,0.45,0.1,0.075,SSP2_v9_130325,0.95,1.05,0.0015,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.209302325581395,0.406976744186047,0.0348837209302326,0.348837209302326,0.15,0.1,0.01,2020,2025
-workshop/prot,s4,0.875,0.04375,1.125,1.5,1.375,0.0006875,0.125,0.05625,0.375,0.575,0.07,0.1125,SSP2_v9_130325,0.975,1.025,0.00125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.264705882352941,0.377450980392157,0.0343137254901961,0.323529411764706,0.15,0.1,0.01,2020,2025
-workshop/prot,s5,1.375,0.06875,0.625,1.9,0.875,0.0004375,0.225,0.03125,0.675,0.475,0.11,0.0625,SSP2_v9_130325,1.075,0.925,0.00225,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.227272727272727,0.371212121212121,0.0833333333333333,0.318181818181818,0.15,0.1,0.01,2020,2025
-workshop/prot,s6,1.125,0.03125,0.875,1.7,0.625,0.0005625,0.275,0.06875,0.525,0.425,0.05,0.0875,SSP2_v9_130325,1.025,1.075,0.00275,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.25,0.375,0.0535714285714286,0.321428571428571,0.15,0.1,0.01,2020,2025
-workshop/prot,s7,0.625,0.05625,1.375,2.1,1.125,0.0003125,0.175,0.04375,0.825,0.525,0.09,0.1375,SSP2_v9_130325,0.925,0.975,0.00175,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.485294117647059,0.257352941176471,0.0367647058823529,0.220588235294118,0.15,0.1,0.01,2020,2025
-workshop/prot,s8,0.6875,0.040625,0.8125,1.95,1.0625,0.00034375,0.1125,0.071875,0.4125,0.4125,0.095,0.13125,SSP2_v9_130325,1.0375,0.9375,0.002375,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.346938775510204,0.357142857142857,0.0714285714285714,0.224489795918367,0.15,0.1,0.01,2020,2025
-workshop/prot,s9,1.1875,0.065625,1.3125,1.55,0.5625,0.00059375,0.2125,0.046875,0.7125,0.5125,0.055,0.08125,SSP2_v9_130325,0.9375,1.0375,0.001375,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.157894736842105,0.470760233918129,0.0380116959064327,0.333333333333333,0.15,0.1,0.01,2020,2025
-workshop/prot,s10,1.4375,0.028125,1.0625,2.15,0.8125,0.00046875,0.2625,0.059375,0.5625,0.5625,0.115,0.05625,SSP2_v9_130325,0.9875,0.9875,0.001875,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.307086614173228,0.303149606299213,0.0354330708661417,0.354330708661417,0.15,0.1,0.01,2020,2025
-workshop/prot,s11,0.9375,0.053125,0.5625,1.75,1.3125,0.00071875,0.1625,0.034375,0.8625,0.4625,0.075,0.10625,SSP2_v9_130325,1.0875,1.0875,0.002875,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.304347826086957,0.321256038647343,0.0410628019323672,0.333333333333333,0.15,0.1,0.01,2020,2025
-workshop/prot,s12,0.8125,0.034375,1.4375,1.85,0.9375,0.00065625,0.1375,0.040625,0.3375,0.5875,0.105,0.09375,SSP2_v9_130325,1.0625,1.0125,0.002125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.2,0.360606060606061,0.0575757575757576,0.381818181818182,0.15,0.1,0.01,2020,2025
-workshop/prot,s13,1.3125,0.059375,0.9375,1.45,1.4375,0.00040625,0.2375,0.065625,0.6375,0.4875,0.065,0.14375,SSP2_v9_130325,0.9625,0.9125,0.001125,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.428571428571429,0.236842105263158,0.0413533834586466,0.293233082706767,0.15,0.1,0.01,2020,2025
-workshop/prot,s14,1.0625,0.046875,0.6875,2.05,1.1875,0.00053125,0.2875,0.028125,0.4875,0.4375,0.085,0.11875,SSP2_v9_130325,0.9125,1.0625,0.001625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.343283582089552,0.365671641791045,0.0373134328358209,0.253731343283582,0.15,0.1,0.01,2020,2025
-workshop/prot,s15,0.5625,0.071875,1.1875,1.65,0.6875,0.00028125,0.1875,0.053125,0.7875,0.5375,0.045,0.06875,SSP2_v9_130325,1.0125,0.9625,0.002625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.348837209302326,0.352713178294574,0.0891472868217054,0.209302325581395,0.15,0.1,0.01,2020,2025
-workshop/prot,s16,0.59375,0.0484375,1.34375,1.725,0.78125,0.000421875,0.20625,0.0671875,0.76875,0.48125,0.0725,0.134375,SSP2_v9_130325,0.93125,1.05625,0.0020625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.357142857142857,0.435185185185185,0.0568783068783069,0.150793650793651,0.15,0.1,0.01,2020,2025
-workshop/prot,s17,1.09375,0.0734375,0.84375,2.125,1.28125,0.000671875,0.10625,0.0421875,0.46875,0.58125,0.1125,0.084375,SSP2_v9_130325,1.03125,0.95625,0.0010625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.277070063694268,0.345541401273885,0.0429936305732484,0.334394904458599,0.15,0.1,0.01,2020,2025
-workshop/prot,s18,1.34375,0.0359375,0.59375,1.525,1.03125,0.000296875,0.15625,0.0546875,0.61875,0.53125,0.0525,0.059375,SSP2_v9_130325,1.08125,1.00625,0.0015625,0.2,0.05,0.05,runs_20170925/LPJG_PLUM_expt1.2_rcp60_ipsl_irrV7104_b20170728_bothDS_irrWaits_forED_20170925151858,FALSE,FALSE,TRUE,FALSE,FALSE,2010,2050,0,0,0.217241379310345,0.470689655172414,0.0327586206896552,0.279310344827586,0.15,0.1,0.01,2020,2025
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