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updated biochar logic as CDR technology #258

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c630547
updated biochar logic as CDR technology
BertoGBG Jan 27, 2026
be1c642
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jan 27, 2026
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11 changes: 6 additions & 5 deletions outputs/US/costs_2020.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -3508,12 +3508,13 @@ battery storage,investment,354.1815,USD/kWh,"NREL, 2024 ATB Excel Workbook, Shee
battery storage,investment,354.1815,USD/kWh,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",Includes grid connection and project financing costs; Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced
battery storage,lifetime,15.0,years,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",,,,
biochar pyrolysis,FOM,3.4615,%/year,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Fixed O&M",2020.0,,
biochar pyrolysis,VOM,823.497,EUR/MWh_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,efficiency-biochar,0.404,MWh_biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency biochar",2020.0,,
biochar pyrolysis,efficiency-heat,0.4848,per unit,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency heat",2020.0,,
biochar pyrolysis,investment,167272.82,EUR/kW_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,VOM,47.6777,EUR/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,biomass input,7.6748,MWh_biomass/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Biomass Input",2020.0,,
biochar pyrolysis,electricity input,0.3184,MWh_e/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: El-Input",2020.0,,
biochar pyrolysis,heat output,3.7859,MWh_th/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: H-Output",2020.0,,
biochar pyrolysis,investment,9684528.9742,EUR/t_CO2/h,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,lifetime,25.0,years,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Technical lifetime",2020.0,,
biochar pyrolysis,yield-biochar,0.0582,ton biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biochar pyrolysis,yield-biochar,0.0597,t_biochar/MWh_biomass,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biodiesel crops,fuel,96.2077,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIORPS1 (rape seed), ENS_BaU_GFTM",,2010.0,,
bioethanol crops,CO2 intensity,0.1289,tCO2/MWh_th,,"CO2 released during fermentation of bioethanol crops, based on stochiometric composition: C6H12O6 -> 2 C2H5OH + 2 CO2 , i.e. 1 kg ethanol → ~0.956 kg CO₂ (from fermentation) → 0.1289 tCO₂/MWh (with LHV = 26.7 MJ/kg).",,,
bioethanol crops,fuel,62.1519,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIOCRP11 (Bioethanol barley, wheat, grain maize, oats, other cereals and rye), ENS_BaU_GFTM",,2010.0,,
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11 changes: 6 additions & 5 deletions outputs/US/costs_2025.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -3588,12 +3588,13 @@ battery storage,investment,288.7881,USD/kWh,"NREL, 2024 ATB Excel Workbook, Shee
battery storage,investment,288.7881,USD/kWh,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",Includes grid connection and project financing costs; Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced
battery storage,lifetime,15.0,years,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",,,,
biochar pyrolysis,FOM,3.4615,%/year,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Fixed O&M",2020.0,,
biochar pyrolysis,VOM,823.497,EUR/MWh_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,efficiency-biochar,0.404,MWh_biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency biochar",2020.0,,
biochar pyrolysis,efficiency-heat,0.4848,per unit,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency heat",2020.0,,
biochar pyrolysis,investment,167272.82,EUR/kW_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,VOM,47.6777,EUR/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,biomass input,7.6748,MWh_biomass/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Biomass Input",2020.0,,
biochar pyrolysis,electricity input,0.3184,MWh_e/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: El-Input",2020.0,,
biochar pyrolysis,heat output,3.7859,MWh_th/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: H-Output",2020.0,,
biochar pyrolysis,investment,9684528.9742,EUR/t_CO2/h,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,lifetime,25.0,years,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Technical lifetime",2020.0,,
biochar pyrolysis,yield-biochar,0.0582,ton biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biochar pyrolysis,yield-biochar,0.0597,t_biochar/MWh_biomass,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biodiesel crops,fuel,116.9293,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIORPS1 (rape seed), ENS_BaU_GFTM",,2010.0,,
bioethanol crops,CO2 intensity,0.1289,tCO2/MWh_th,,"CO2 released during fermentation of bioethanol crops, based on stochiometric composition: C6H12O6 -> 2 C2H5OH + 2 CO2 , i.e. 1 kg ethanol → ~0.956 kg CO₂ (from fermentation) → 0.1289 tCO₂/MWh (with LHV = 26.7 MJ/kg).",,,
bioethanol crops,fuel,72.2943,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIOCRP11 (Bioethanol barley, wheat, grain maize, oats, other cereals and rye), ENS_BaU_GFTM",,2010.0,,
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11 changes: 6 additions & 5 deletions outputs/US/costs_2030.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -3744,12 +3744,13 @@ battery storage,investment,179.7991,USD/kWh,"NREL, 2024 ATB Excel Workbook, Shee
battery storage,investment,179.7991,USD/kWh,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",Includes grid connection and project financing costs; Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced
battery storage,lifetime,15.0,years,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",,,,
biochar pyrolysis,FOM,3.4167,%/year,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Fixed O&M",2020.0,,
biochar pyrolysis,VOM,823.497,EUR/MWh_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,efficiency-biochar,0.404,MWh_biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency biochar",2020.0,,
biochar pyrolysis,efficiency-heat,0.4848,per unit,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency heat",2020.0,,
biochar pyrolysis,investment,154405.68,EUR/kW_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,VOM,47.6777,EUR/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,biomass input,7.6748,MWh_biomass/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Biomass Input",2020.0,,
biochar pyrolysis,electricity input,0.3184,MWh_e/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: El-Input",2020.0,,
biochar pyrolysis,heat output,3.7859,MWh_th/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: H-Output",2020.0,,
biochar pyrolysis,investment,8939565.2069,EUR/t_CO2/h,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,lifetime,25.0,years,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Technical lifetime",2020.0,,
biochar pyrolysis,yield-biochar,0.0582,ton biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biochar pyrolysis,yield-biochar,0.0597,t_biochar/MWh_biomass,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biodiesel crops,fuel,137.6508,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIORPS1 (rape seed), ENS_BaU_GFTM",,2010.0,,
bioethanol crops,CO2 intensity,0.1289,tCO2/MWh_th,,"CO2 released during fermentation of bioethanol crops, based on stochiometric composition: C6H12O6 -> 2 C2H5OH + 2 CO2 , i.e. 1 kg ethanol → ~0.956 kg CO₂ (from fermentation) → 0.1289 tCO₂/MWh (with LHV = 26.7 MJ/kg).",,,
bioethanol crops,fuel,82.4367,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIOCRP11 (Bioethanol barley, wheat, grain maize, oats, other cereals and rye), ENS_BaU_GFTM",,2010.0,,
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11 changes: 6 additions & 5 deletions outputs/US/costs_2035.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -3768,12 +3768,13 @@ battery storage,investment,163.9422,USD/kWh,"NREL, 2024 ATB Excel Workbook, Shee
battery storage,investment,163.9422,USD/kWh,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",Includes grid connection and project financing costs; Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced
battery storage,lifetime,15.0,years,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",,,,
biochar pyrolysis,FOM,3.3913,%/year,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Fixed O&M",2020.0,,
biochar pyrolysis,VOM,823.497,EUR/MWh_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,efficiency-biochar,0.404,MWh_biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency biochar",2020.0,,
biochar pyrolysis,efficiency-heat,0.4848,per unit,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency heat",2020.0,,
biochar pyrolysis,investment,147972.11,EUR/kW_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,VOM,47.6777,EUR/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,biomass input,7.6748,MWh_biomass/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Biomass Input",2020.0,,
biochar pyrolysis,electricity input,0.3184,MWh_e/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: El-Input",2020.0,,
biochar pyrolysis,heat output,3.7859,MWh_th/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: H-Output",2020.0,,
biochar pyrolysis,investment,8567083.3233,EUR/t_CO2/h,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,lifetime,25.0,years,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Technical lifetime",2020.0,,
biochar pyrolysis,yield-biochar,0.0582,ton biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biochar pyrolysis,yield-biochar,0.0597,t_biochar/MWh_biomass,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biodiesel crops,fuel,137.5968,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIORPS1 (rape seed), ENS_BaU_GFTM",,2010.0,,
bioethanol crops,CO2 intensity,0.1289,tCO2/MWh_th,,"CO2 released during fermentation of bioethanol crops, based on stochiometric composition: C6H12O6 -> 2 C2H5OH + 2 CO2 , i.e. 1 kg ethanol → ~0.956 kg CO₂ (from fermentation) → 0.1289 tCO₂/MWh (with LHV = 26.7 MJ/kg).",,,
bioethanol crops,fuel,84.2795,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIOCRP11 (Bioethanol barley, wheat, grain maize, oats, other cereals and rye), ENS_BaU_GFTM",,2010.0,,
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11 changes: 6 additions & 5 deletions outputs/US/costs_2040.csv
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Original file line number Diff line number Diff line change
Expand Up @@ -3768,12 +3768,13 @@ battery storage,investment,148.0852,USD/kWh,"NREL, 2024 ATB Excel Workbook, Shee
battery storage,investment,148.0852,USD/kWh,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",Includes grid connection and project financing costs; Meaning of scenario and financial case: https://atb.nrel.gov/electricity/2024/definitions#scenarios,2022.0,Market,Advanced
battery storage,lifetime,15.0,years,"NREL, 2024 ATB Excel Workbook, Sheet “Utility-Scale Battery Storage”, https://data.openei.org/files/6006/2024_v3_Workbook.xlsx",,,,
biochar pyrolysis,FOM,3.3636,%/year,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Fixed O&M",2020.0,,
biochar pyrolysis,VOM,823.497,EUR/MWh_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,efficiency-biochar,0.404,MWh_biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency biochar",2020.0,,
biochar pyrolysis,efficiency-heat,0.4848,per unit,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: efficiency heat",2020.0,,
biochar pyrolysis,investment,141538.54,EUR/kW_biochar,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,VOM,47.6777,EUR/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Variable O&M",2020.0,,
biochar pyrolysis,biomass input,7.6748,MWh_biomass/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Biomass Input",2020.0,,
biochar pyrolysis,electricity input,0.3184,MWh_e/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: El-Input",2020.0,,
biochar pyrolysis,heat output,3.7859,MWh_th/t_CO2,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: H-Output",2020.0,,
biochar pyrolysis,investment,8194601.4397,EUR/t_CO2/h,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Specific investment",2020.0,,
biochar pyrolysis,lifetime,25.0,years,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: Technical lifetime",2020.0,,
biochar pyrolysis,yield-biochar,0.0582,ton biochar/MWh_feedstock,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biochar pyrolysis,yield-biochar,0.0597,t_biochar/MWh_biomass,"Danish Energy Agency, inputs/data_sheets_for_renewable_fuels.xlsx","105 Slow pyrolysis, Straw: yield biochar",2020.0,,
biodiesel crops,fuel,137.5427,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIORPS1 (rape seed), ENS_BaU_GFTM",,2010.0,,
bioethanol crops,CO2 intensity,0.1289,tCO2/MWh_th,,"CO2 released during fermentation of bioethanol crops, based on stochiometric composition: C6H12O6 -> 2 C2H5OH + 2 CO2 , i.e. 1 kg ethanol → ~0.956 kg CO₂ (from fermentation) → 0.1289 tCO₂/MWh (with LHV = 26.7 MJ/kg).",,,
bioethanol crops,fuel,86.1222,EUR/MWhth,"JRC ENSPRESO ca avg for MINBIOCRP11 (Bioethanol barley, wheat, grain maize, oats, other cereals and rye), ENS_BaU_GFTM",,2010.0,,
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