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["Aviation","Conventional Jet Fuel","Conventional Jet Fuel","Default","Price","Fuel Price","Aviation","Current Market",null,"$/gal",2022,3.61,"AEO 2023, 2023 Reference case ","AEO 2023, 2023 Reference case ","EIA, 2023","https://www.eia.gov/outlooks/aeo/data/browser/#/?id=12-AEO2023&sourcekey=0"]
["Aviation","Sustainable Aviation Fuel","Biofuel ATJ-Ethanol from Corn","Default","Price","Fuel Price","Aviation","Future Modeled, High Volume",null,"$/gge",2016,4.36,"Updated costs to 2016$ and updated feedstocks costs, onstream factor, 80 gal/dry ton biomass ethanol yield and tax rate.","Updated costs and updated feedstocks costs, onstream factor, 80 gal/dry ton biomass ethanol yield and tax rate.","Tao et al. 2014; Tao et al. 2017a","https://www.osti.gov/biblio/1129271; https://pubs.rsc.org/en/content/articlelanding/2017/GC/C6GC02800D "]
["Aviation","Sustainable Aviation Fuel","Biofuel Blendstock FP from Forest Residue","Default","Price","Fuel Price","Aviation","Future Modeled, High Volume",null,"$/gge",2016,2.83,null,null,"Dutta et al. 2020; Dutta et al. 2023","https://www.nrel.gov/docs/fy21osti/80291.pdf, https://doi.org/10.1016/j.cej.2022.138485"]
["Aviation","Sustainable Aviation Fuel","Biofuel Blendstock FT (FTD100) from Forest Residue","Default","Price","Fuel Price","Aviation","Future Modeled, High Volume",null,"$/gge",2020,4.657448688,null,null,"Tan et al. 2017","https://onlinelibrary.wiley.com/doi/10.1002/bbb.1710"]
["Aviation","Sustainable Aviation Fuel","Biofuel Blendstock HEFA (Jet) from Algae","Default","Price","Fuel Price","Aviation","Future Modeled, High Volume",null,"$/gge",2016,9.0,null,null,"Atnoorkar et al. 2024","https://doi.org/10.1002/bbb.2623"]
["Aviation","Sustainable Aviation Fuel","Biofuel Blendstock HEFA (RD100) from Used Cooking Oil","Default","Price","Fuel Price","Aviation","Future Modeled, High Volume",null,"$/gge",2020,5.5053331,"Assumed value of 5. Converted MJSP values to gge based on https://www.eia.gov/totalenergy/data/monthly/pdf/sec12_9.pdf","Assumed value of 5. Converted MJSP values to gge based on https://www.eia.gov/totalenergy/data/monthly/pdf/sec12_9.pdf","Tao et al. 2017b","https://doi.org/10.1186/s13068-017-0945-3"]
["Blendstock","Biodiesel Blendstock","Biodiesel Blendstock (BD100) from Soybean","Default","Price","Fuel Price","Both","Current Market",null,"$/gge",2022,5.18,null,"Clean Cities Alternative Fuel Price Report, Average Retail Fuel Prices in the United States (in Gasoline Gallon Equivalents, GGEs), B99/B100 (includes taxes), averaged over 4/1/22 through 1/1/23, accessed June 11, 2024","DOE, 2023; DOE, 2022","afdc.energy.gov/fuels/prices.html"]
["Blendstock","Biodiesel Blendstock","Biofuel Blendstock FT (FTD100) from Forest Residue","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2020,2.9942274,"Converted $3.62/HFOGE (116,090/140,352)","Converted $3.62/HFOGE (116,090/140,352)","Tan, et al. 2021","https://pubs.acs.org/doi/full/10.1021/acs.est.0c06141"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock biochemical conversion via BDO from Corn Stover","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2016,2.47,null,null,"Davis et al. 2018","https://www.nrel.gov/docs/fy19osti/71949.pdf"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock biochemical conversion via Butyric Acids from Corn Stover","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2016,2.49,null,null,"Davis et al. 2018","https://www.nrel.gov/docs/fy19osti/71949.pdf"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock FP from Forest Residue","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2016,2.83,null,null,"Dutta et al. 2020; Dutta et al. 2023","https://www.nrel.gov/docs/fy21osti/80291.pdf, https://doi.org/10.1016/j.cej.2022.138485"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock HEFA (RD100) from Used Cooking Oil","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2020,3.498779,"Converted $4.23/HFOGE (116,090/140,352)","Converted $4.23/HFOGE (116,090/140,352)","Tao et al. 2017b","https://doi.org/10.1186/s13068-017-0945-3"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock HEFA from Algae","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2016,9.0,null,null,"Atnoorkar et al. 2024","https://doi.org/10.1002/bbb.2623"]
["Blendstock","Renewable Diesel Blendstock","Biofuel Blendstock HTL from Algae","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2016,4.98,"data from BSM as unable to verify numbers from design report",null,"Zhu et al. 2020","https://www.pnnl.gov/main/publications/external/technical_reports/PNNL-29861.pdf"]
["Diesel","Biodiesel Blend","Biodiesel Blendstock (BD20) from soybean","Default","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/gge",2022,4.34,null,"Clean Cities Alternative Fuel Price Report, Average Retail Fuel Prices in the United States (in Gasoline Gallon Equivalents, GGEs), B20 (includes taxes), averaged over 4/1/22 through 1/1/23, accessed June 11, 2024","DOE, 2023; DOE, 2022","afdc.energy.gov/fuels/prices.html"]
["Diesel","Renewable Diesel","Biofuel Blendstock HEFA (RD100) from Soybean","Default","Price","Fuel Price","Both","Current Market",null,"$/dge",2022,6.16,null,"Clean Cities Alternative Fuel Price Report, Average Renewable Diesel and Diesel Fuel Prices in California (includes taxes), unit is $/DGE, averaged over 4/1/22 through 1/1/23, accessed June 11, 2024","DOE, 2023; DOE, 2022","afdc.energy.gov/fuels/prices.html"]
["Diesel","Ultra-Low Sulfur Diesel","Ultra-Low Sulfur Diesel","Default","Price","Fuel Price","Both","Current Market",null,"$/dge",2022,4.989,"2022 EIA average, including fuel taxes","2022 EIA average, including fuel taxes","EIA, 2022","https://www.eia.gov/dnav/pet/pet_pri_gnd_dcus_nus_a.htm"]
["Diesel","Ultra-Low Sulfur Diesel 2050","Ultra-Low Sulfur Diesel 2050","Future National","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/mmBtu",2022,28.533144,"AEO 2023, 2050 Reference case","AEO 2023, 2050 Reference case","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=ref2023;&seriesId=prce_real_trn_NA_dfu_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Diesel","Ultra-Low Sulfur Diesel 2050","Ultra-Low Sulfur Diesel 2050 High Price","Future National","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/mmBtu",2022,45.171879,"AEO 2023, 2050 High Oil Price case","AEO 2023, 2050 High Oil Price case","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=highprice;&seriesId=prce_real_trn_NA_dfu_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Diesel","Ultra-Low Sulfur Diesel 2050","Ultra-Low Sulfur Diesel 2050 Low Price","Future National","Price","Fuel Price","Both","Future Modeled, High Volume",null,"$/mmBtu",2022,19.553694,"AEO 2023, 2050 Low Oil Price","AEO 2023, 2050 Low Oil Price","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=lowprice;&seriesId=prce_real_trn_NA_dfu_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Blendstock","Ethanol","Cellulosic Biochemical Ethanol from Corn Stover","Default","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/gge",2020,3.998095238,"Per published C2G report -- with updates to 2016$s","Per published C2G report -- with updated dollar year","Elgowainy et al. 2016","https://greet.es.anl.gov/publication-c2g-2016-report"]
["Blendstock","Ethanol","Cellulosic Biochemical Ethanol from Corn Stover","Default","Price","Fuel Price","Light Duty","Future Modeled, Low Volume",null,"$/gge",2020,5.618944659,"Per published C2G report -- with updates to 2016$s","Per published C2G report -- with updated dollar year","Elgowainy et al. 2016","https://greet.es.anl.gov/publication-c2g-2016-report"]
["Blendstock","Ethanol","Cellulosic Thermochemical Ethanol from Forest Residue","Default","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/gge",2020,3.781981982,"Based on 2012 SOT/Dutta et al. -- with update to 2016$s and consisent with current deisgn cases","Based on 2012 SOT/Dutta et al. -- with updated dollar year and consisent with current deisgn cases","Dutta et al. 2011","https://www.nrel.gov/docs/fy11osti/51400.pdf"]
["Blendstock","Ethanol","Starch Ethanol","Default","Price","Fuel Price","Light Duty","Current Market",null,"$/gal",2022,1.559305,"AEO 2023, 2022 reference, transportation ethanol wholesale value","AEO 2023, 2022 reference, transportation ethanol wholesale value","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=seriesId;scenario;&seriesId=prce_whl_trn_NA_eth_NA_usa_y13dlrpgln;&scenario=ref2023;&sortColumn=period;&sortDirection=desc;"]
["Blendstock","Gasoline Blendstock","Conventional E0 Gasoline Blendstock","Default","Price","Fuel Price","Light Duty","Current Market",null,"$/gge",2022,2.99,"EIA 2022 annual average conventional gasoline, converted to blendstock based on AEO 2023 component costs","EIA 2022 annual average conventional gasoline, converted to blendstock based on AEO 2023 component costs","EIA, 2023; EIA, 2022","https://www.eia.gov/dnav/pet/pet_pri_gnd_dcus_nus_a.htm; https://www.eia.gov/outlooks/aeo/data/browser/#/?id=70-AEO2023&region=1-0&cases=ref2021&start=2019&end=2024&f=A&linechart=ref2021-d113020a.3-70-AEO2021.1-0&map=ref2021-d113020a.3-70-AEO2021.1-0&sourcekey=0"]
["Blendstock","Gasoline Blendstock","Reformulated E0 Gasoline Blendstock","Default","Price","Fuel Price","Light Duty","Current Market",null,"$/gge",2022,3.65,"EIA 2022 annual average reformulated gasoline, converted to blendstock based on AEO 2023 component costs","EIA 2022 annual average reformulated gasoline, converted to blendstock based on AEO 2023 component costs","EIA, 2023; EIA, 2022","https://www.eia.gov/dnav/pet/pet_pri_gnd_dcus_nus_a.htm; https://www.eia.gov/outlooks/aeo/data/browser/#/?id=70-AEO2023&region=1-0&cases=ref2021&start=2019&end=2024&f=A&linechart=ref2021-d113020a.3-70-AEO2021.1-0&map=ref2021-d113020a.3-70-AEO2021.1-0&sourcekey=0"]
["Blendstock","Renewable Gasoline Blendstock","Biofuel Blendstock FP from Forest Residue","Default","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/gge",2016,2.83,null,null,"Dutta et al. 2020; Dutta et al. 2023","https://www.nrel.gov/docs/fy21osti/80291.pdf, https://doi.org/10.1016/j.cej.2022.138485"]
["Blendstock","Renewable Gasoline Blendstock","Biofuel Blendstock HTL from Algae","Default","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/gge",2016,4.98,"data from BSM as unable to verify numbers from design report",null,"Zhu et al. 2020","https://www.pnnl.gov/main/publications/external/technical_reports/PNNL-29861.pdf"]
["Gasoline","Conventional E10 Gasoline 2050","Conventional E10 Gasoline 2050","Future National","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/mmBtu",2022,27.827412,"AEO 2023, 2050 Reference case","AEO 2023, 2050 Reference case","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=highprice;&seriesId=prce_real_trn_NA_mgs_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Gasoline","Conventional E10 Gasoline 2050 High Price","Conventional E10 Gasoline 2050 High Price","Future National","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/mmBtu",2022,40.542934,"AEO 2023, 2050 High Oil Price","AEO 2023, 2050 High Oil Price","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=highprice;&seriesId=prce_real_trn_NA_mgs_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Gasoline","Conventional E10 Gasoline 2050 Low Price","Conventional E10 Gasoline 2050 Low Price","Future National","Price","Fuel Price","Light Duty","Future Modeled, High Volume",null,"$/mmBtu",2022,19.870461,"AEO 2023, 2050 Low Oil Price","AEO 2023, 2050 Low Oil Price","EIA, 2023","https://www.eia.gov/opendata/browser/aeo/2023?frequency=annual&data=value;&facets=regionId;scenario;seriesId;&regionId=1-0;&scenario=lowprice;&seriesId=prce_real_trn_NA_mgs_NA_NA_y13dlrpmmbtu;&sortColumn=period;&sortDirection=desc;"]
["Natural Gas","Natural Gas","Natural Gas","Default","Price","Fuel Price","Light Duty","Current Market",null,"$/gge",2022,2.87,"Clean Cities Alternative Fuel Price Report, 2022 National Average Retail Price (includes taxes), unit is $/GGE, averaged over 4/1/22 through 1/1/23, accessed May 30, 2024","Clean Cities Alternative Fuel Price Report, 2022 National Average Retail Price (includes taxes), unit is $/GGE, averaged over 4/1/22 through 1/1/23, accessed May 30, 2024","DOE, 2023; DOE, 2022","https://afdc.energy.gov/fuels/prices.html"]
["Marine","Bio-Based Marine Fuel","Biofuel Blendstock FP from Forest Residue","Default","Price","Fuel Price","Marine","Future Modeled, High Volume",null,"$/gge",2016,2.83,null,null,"Dutta et al. 2020; Dutta et al. 2023","https://www.nrel.gov/docs/fy21osti/80291.pdf, https://doi.org/10.1016/j.cej.2022.138485"]
["Marine","Bio-Based Marine Fuel","Biofuel Blendstock HEFA (RD100) from Used Cooking Oil","Default","Price","Fuel Price","Marine","Future Modeled, High Volume",null,"$/gge",2020,3.498779,"Converted $4.23/HFOGE (116,090/140,352)","Converted $4.23/HFOGE (116,090/140,352)","Tan, et al. 2021","https://pubs.acs.org/doi/full/10.1021/acs.est.0c06141"]
["Marine","Bio-Based Marine Fuel","Biofuel HTL from Wet Waste","Default","Price","Fuel Price","Marine","Future Modeled, High Volume",null,"$/gge",2020,4.322265122,"MFSP with ammonia removal (from ave. of $5.11 and $3.11 in ref)","MFSP with ammonia removal (from ave. of $5.11 and $3.11 in ref)","Snowden-Swan et al. 2020","https://www.osti.gov/servlets/purl/1617028"]
["Marine","Conventional Heavy Fuel Oil (residual fuel)","HFO (>1% Sulfur)","Default","Price","Fuel Price","Marine","Current Market",null,"$/gal",2022,2.15,"Refiner price of residual fuel oil, > 1% sulfur, sales to end users","Refiner price of residual fuel oil, > 1% sulfur, sales to end users, Average Jan-March","U.S. EIA, Monthly Energy Review","https://www.eia.gov/totalenergy/data/monthly/"]
["Marine","Conventional Heavy Fuel Oil (residual fuel)","HFO (Average)","Default","Price","Fuel Price","Marine","Current Market",null,"$/gal",2022,2.49,"Refiner price of residual fuel oil, average, sales to end users","Refiner price of residual fuel oil, average, sales to end users, Average Jan-March","U.S. EIA, Monthly Energy Review","https://www.eia.gov/totalenergy/data/monthly/"]