Climate change and health costs of air emissions from biofuels and gasoline
Open accessAbstract
Environmental impacts of energy use can impose large costs on society. We quantify and monetize the life-cycle climate-change and health effects of greenhouse gas (GHG) and fine particulate matter (PM 2.5 ) emissions from gasoline, corn ethanol, and cellulosic ethanol. For each billion ethanol-equivalent gallons of fuel produced and combusted in the US, the combined climate-change and health costs are $469 million for gasoline, $472–952 million for corn ethanol depending on biorefinery heat source (natural gas, corn stover, or coal) and technology, but only $123–208 million for cellulosic ethanol depending on feedstock (prairie biomass, Miscanthus , corn stover, or switchgrass). Moreover, a geographically explicit life-cycle analysis that tracks PM 2.5 emissions and exposure relative to U.S. population shows regional shifts in health costs dependent on fuel production systems. Because cellulosic ethanol can offer health benefits from PM 2.5 reduction that are of comparable importance to its climate-change benefits from GHG reduction, a shift from gasoline to cellulosic ethanol has greater advantages than previously recognized. These advantages are critically dependent on the source of land used to produce biomass for biofuels, on the magnitude of any indirect land use that may result, and on other as yet unmeasured environmental impacts of biofuels.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Our results for corn ethanol contrast with those of Searchinger et al (2008) and Hill et al (2009), who predicted that corn ethanol would have a greater life-cycle GHG impact than gasoline, mainly due to LUC GHG emissions.
“Our results for corn ethanol, however, contrast with those of Searchinger et al (2008) and Hill et al (2009), who predicted that corn ethanol would have a greater life-cycle GHG impact than gasoline, mainly due to LUC GHG emissions among those studies and ours.”
From Well-to-wheels energy use and greenhouse gas emissions of ethanol from corn, sugarcane and cellulosic biomass for US use (2012) · cites this paper as Hill et al (2009)
The Results (page unavailable) say that land-use-change emissions eliminate the GHG advantage of corn ethanol made with natural-gas process heat, and that coal-powered production has higher GHG emissions than gasoline. But the paper does not predict higher emissions for corn ethanol generally: it reports lower emissions for the stover-powered and advanced-technology scenarios, even with land-use change included in the latter. (LLM, conf=0.88)
Experimental — accuracy not yet measuredSoil organic carbon equilibrium seems to occur after about 100 years for switchgrass and 50 years for miscanthus.
“Equilibrium seems to occur after about 100 years in the case of switchgrass (Andress 2002) and 50 years in the case of miscanthus (Hill et al 2009, Scown et al 2012).”
From Well-to-wheels energy use and greenhouse gas emissions of ethanol from corn, sugarcane and cellulosic biomass for US use (2012) · cites this paper as Hill et al 2009
Hill et al. is cited for the miscanthus portion of the sentence, not the switchgrass estimate attributed to Andress. The Methods discuss miscanthus yields and fertilizer rates, but our copy gives no time to soil organic carbon equilibrium; searches for “50 years,” “soil carbon accumulation,” and “equilibrium” found no supporting passage. (LLM, conf=0.74)
Experimental — accuracy not yet measuredThe estimate of LUC GHG emissions for corn ethanol has decreased substantially compared to earlier studies.
“However, the estimate of LUC GHG emissions for this fuel has decreased substantially compared to earlier studies [1,2,11,12,36].”
From Land-use change and greenhouse gas emissions from corn and cellulosic ethanol (2013) · cites this paper as [12]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Health Effects of Fine Particulate Air Pollution: Lines that Connect
Pope, C. A., & Dockery, D. W. (2006) · Journal of the Air & Waste Management Association · doi:10.1080/10473289.2006.10464485 · Cited by 6,680 · see citing works
Climate change 2001: synthesis report
(2003) · Choice Reviews Online · doi:10.5860/choice.40-4660 · Cited by 5,289 · see citing works
Use of U.S. Croplands for Biofuels Increases Greenhouse Gases Through Emissions from Land-Use Change
Searchinger, T., Heimlich, R., Houghton, R. A., Dong, F., Elobeid, A., Fabiosa, J., Tokgoz, S., Hayes, D., & Yu, T.-H. (2008) · Science · doi:10.1126/science.1151861 · Cited by 4,888 · cited 1× · see citing works
“ecosystems elsewhere in the world are converted to agricultural production (8).”
Land Clearing and the Biofuel Carbon Debt
Fargione, J., Hill, J., Tilman, D., Polasky, S., & Hawthorne, P. (2008) · Science · doi:10.1126/science.1152747 · Cited by 3,902 · see citing works
Self-citationGlobal and regional climate changes due to black carbon
Ramanathan, V., & Carmichael, G. R. (2008) · Nature Geoscience · doi:10.1038/ngeo156 · Cited by 3,626 · see citing works
Environmental, economic, and energetic costs and benefits of biodiesel and ethanol biofuels
Hill, J., Nelson, E., Tilman, D., Polasky, S., & Tiffany, D. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0604600103 · Cited by 2,871 · see citing works
Self-citationEthanol Can Contribute to Energy and Environmental Goals
Farrell, A. E., Plevin, R. J., Turner, B. T., Jones, A. D., O'Hare, M., & Kammen, D. M. (2006) · Science · doi:10.1126/science.1121416 · Cited by 2,823 · see citing works
Carbon-Negative Biofuels from Low-Input High-Diversity Grassland Biomass
Tilman, D., Hill, J., & Lehman, C. (2006) · Science · doi:10.1126/science.1133306 · Cited by 1,813 · see citing works
Self-citationEnhancing Nitrogen Use Efficiency in Crop Plants
Fageria, N. K., & Baligar, V. C. (2005) · Advances in Agronomy · doi:10.1016/s0065-2113(05)88004-6 · Cited by 1,436 · see citing works
How biotech can transform biofuels
Lynd, L. R., Laser, M. S., Bransby, D., Dale, B. E., Davison, B., Hamilton, R., Himmel, M., Keller, M., McMillan, J. D., Sheehan, J., et al. (2008) · Nature Biotechnology · doi:10.1038/nbt0208-169 · Cited by 1,121 · see citing works
Net energy of cellulosic ethanol from switchgrass
Schmer, M. R., Vogel, K. P., Mitchell, R. B., & Perrin, R. K. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0704767105 · Cited by 1,067 · see citing works
The marginal damage costs of carbon dioxide emissions: an assessment of the uncertainties
Tol, R. S. J. (2004) · Energy Policy · doi:10.1016/j.enpol.2004.04.002 · Cited by 935 · see citing works
Automobile Externalities and Policies
Parry, I. W. H., Walls, M. A., & Harrington, W. (2007) · Journal of Economic Literature · doi:10.1257/jel.45.2.373 · Cited by 664 · see citing works
Heaton, E. A., Voigt, T., & Long, S. P. (2003) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2003.10.005 · Cited by 574 · see citing works
Energy and Environmental Aspects of Using Corn Stover for Fuel Ethanol
Sheehan, J., Aden, A., Paustian, K., Killian, K., Brenner, J., Walsh, M., & Nelson, R. (2003) · Journal of Industrial Ecology · doi:10.1162/108819803323059433 · Cited by 567 · see citing works
Corn Stover to Sustain Soil Organic Carbon Further Constrains Biomass Supply
Wilhelm, W. W., Johnson, J. M. F., Karlen, D. L., & Lightle, D. T. (2007) · Agronomy Journal · doi:10.2134/agronj2007.0150 · Cited by 528 · see citing works
Evaluating automobile fuel/propulsion system technologies
MacLean, H. L., & Lave, L. B. (2003) · Progress in Energy and Combustion Science · doi:10.1016/s0360-1285(02)00032-1 · Cited by 462 · see citing works
Robertson, G. P., Dale, V. H., Doering, O. C., Hamburg, S. P., Melillo, J. M., Wander, M. M., Parton, W. J., Adler, P. R., Barney, J. N., Cruse, R. M., et al. (2008) · Science · doi:10.1126/science.1161525 · Cited by 436 · see citing works
Costs of producing miscanthus and switchgrass for bioenergy in Illinois
Khanna, M., Dhungana, B., & Clifton-Brown, J. (2008) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2007.11.003 · Cited by 425 · see citing works
Peng, R. D. (2008) · JAMA · doi:10.1001/jama.299.18.2172 · Cited by 405 · see citing works
Climate forcing from the transport sectors
Fuglestvedt, J. S., Berntsen, T. K., Myhre, G., Rypdal, K., & Skeie, R. B. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0702958104 · Cited by 334 · see citing works
Exposure to particulate air pollution and risk of deep vein thrombosis
Baccarelli, A., Martinelli, I., Zanobetti, A., Grillo, P., Hou, L.-F., Bertazzi, P. A., Mannucci, P. M., & Schwartz, J. (2008) · Archives of Internal Medicine · doi:10.1001/archinte.168.9.920 · Cited by 230 · see citing works
Food and fuel for all: realistic or foolish?
Cassman, K. G., & Liska, A. J. (2007) · Biofuels Bioproducts and Biorefining · doi:10.1002/bbb.3 · Cited by 201 · see citing works
Comparison of corn and switchgrass on marginal soils for bioenergy
Varvel, G. E., Vogel, K. P., Mitchell, R. B., Follett, R. F., & Kimble, J. M. (2008) · Biomass and Bioenergy · doi:10.1016/j.biombioe.2007.07.003 · Cited by 197 · see citing works
The Impact of Biodiesel on Pollutant Emissions and Public Health
McCormick, R. L. (2007) · Inhalation Toxicology · doi:10.1080/08958370701533509 · Cited by 95 · see citing works
Lavigne, A., & Powers, S. E. (2007) · Energy Policy · doi:10.1016/j.enpol.2007.07.002 · Cited by 62 · see citing works
Liska, A. J., & Cassman, K. G. (2008) · Journal of Biobased Materials and Bioenergy · doi:10.1166/jbmb.2008.402 · Cited by 61 · see citing works
The effect of CO 2 regulations on the cost of corn ethanol production
Plevin, R. J., & Mueller, S. (2008) · Environmental Research Letters · doi:10.1088/1748-9326/3/2/024003 · Cited by 41 · see citing works
Motor Vehicle Contributions to Ambient PM10 and PM2.5 at Selected Urban Areas in the USA
Abu-Allaban, M. M., Gillies, J. A., Gertler, A. W., Clayton, R., & Proffitt, D. (2006) · Environmental Monitoring and Assessment · doi:10.1007/s10661-006-9511-3 · Cited by 40 · see citing works
High Gasoline Prices and Mortality From Motor Vehicle Crashes and Air Pollution
Leigh, J. P., & Geraghty, E. M. (2008) · Journal of Occupational & Environmental Medicine · doi:10.1097/jom.0b013e318162f5c4 · Cited by 32 · see citing works
Controlling automotive exhaust emissions: successes and underlying science
TWIGG, M. V. (2005) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2005.1547 · Cited by 31 · see citing works
Improving Policy Responses to the Risk of Air Pollution
Rabl, A., Nathwani, J. S., Pandey, M. D., et al. (2007) · Journal of Toxicology and Environmental Health · doi:10.1080/15287390600884966 · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 8
- [1]Energy Information Administration. Monthly Energy Review. Washington, DC: U.S. Department of Energy; 2008. DOE/EIA-0035(2008/03) [Google Scholar]
- [12]U.S. EPA. The Benefits and Costs of the Clean Air Act 1990 to 2010. Washington, DC: U.S. Environmental Protection Agency; 1999. EPA-410-R-99–001. [Google Scholar]
- [16]Food and Agricultural Policy Research Institute. U.S. and World Agricultural Outlook. Ames, IA: Staff Report 08-FSR 1; 2008. [Google Scholar]
- [17]Wang M. “GREET”. Argonne, IL: Argonne National Laboratory; 2007. ANL/ESD/05–03. [Google Scholar]
- [18]Dooley J, et al. Carbon Dioxide Capture and Geologic Storage. College Park, MD: Global Energy Technology Strategy Program; 2006. [Google Scholar]
- [26]National Research Council. Estimating Mortality Risk Reduction and Economic Benefits from Controlling Ozone Air Pollution. Washington, DC: National Academy of Sciences; 2008. [PubMed] [Google Scholar]
- [30]Renewable Fuels Association. Ethanol Biorefinery Locations. Washington, DC: Renewable Fuels Association; 2008. [Google Scholar]
- [40]Mueller S. An analysis of the projected energy use of future dry mill corn ethanol plants (2010-2030) University of Illinois, Chicago, IL: Energy Resources Center; 2007. [Google Scholar]
Cited by
Sorted by citations
Beneficial biofuels—the food, energy, and environment trilemma
Tilman, D., Socolow, R., Foley, J. A., Hill, J., Larson, E., Lynd, L., Pacala, S., Reilly, J., Searchinger, T., Somerville, C., et al. (2009) · Science · doi:10.1126/science.1177970 · Cited by 1,596 · see citing works
Self-citationMicro and macroalgal biomass: a renewable source for bioethanol
John, R. P., Anisha, G. S., Nampoothiri, K. M., & Pandey, A. (2011) · Bioresource Technology · doi:10.1016/j.biortech.2010.06.139 · Cited by 1,090 · see citing works
Sustainable bioenergy production from marginal lands in the US Midwest
Gelfand, I., Sahajpal, R., Zhang, X., Izaurralde, R. C., Gross, K. L., & Robertson, G. P. (2013) · Nature · doi:10.1038/nature11811 · Cited by 736 · see citing works
Natural climate solutions for the United States
Fargione, J. E., Bassett, S., Boucher, T., Bridgham, S. D., Conant, R. T., Cook-Patton, S. C., Ellis, P. W., Falcucci, A., Fourqurean, J. W., Gopalakrishna, T., et al. (2018) · Science Advances · doi:10.1126/sciadv.aat1869 · Cited by 588 · see citing works
Wang, M., Han, J., Dunn, J. B., Cai, H., & Elgowainy, A. (2012) · Environmental Research Letters · doi:10.1088/1748-9326/7/4/045905 · Cited by 536 · see citing works
Smith, K. R., Frumkin, H., Balakrishnan, K., Butler, C. D., Chafe, Z. A., Fairlie, I., Kinney, P., Kjellstrom, T., Mauzerall, D. L., McKone, T. E., et al. (2013) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031912-114404 · Cited by 285 · see citing works
The ecological impact of biofuels
Fargione, J. E., Plevin, R. J., & Hill, J. D. (2010) · Annual Review of Ecology Evolution and Systematics · doi:10.1146/annurev-ecolsys-102209-144720 · Cited by 260 · see citing works
Self-citationHeaton, E. A., Dohleman, F. G., Miguez, A. F., Juvik, J. A., Lozovaya, V., Widholm, J., Zabotina, O. A., McIsaac, G. F., David, M. B., Voigt, T. B., et al. (2010) · Advances in Botanical Research · doi:10.1016/b978-0-12-381518-7.00003-0 · Cited by 258 · see citing works
Gasparatos, A., Stromberg, P., & Takeuchi, K. (2011) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2011.04.020 · Cited by 210 · see citing works
Qin, Z., Zhuang, Q., Cai, X., He, Y., Huang, Y., Jiang, D., Lin, E., Liu, Y., Tang, Y., & Wang, M. Q. (2018) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.08.073 · Cited by 174 · see citing works
Land-use change and greenhouse gas emissions from corn and cellulosic ethanol
Dunn, J. B., Mueller, S., Kwon, H.-Y., & Wang, M. Q. (2013) · Biotechnology for Biofuels · doi:10.1186/1754-6834-6-51 · Cited by 167 · see citing works
Carbon exchange by establishing biofuel crops in Central Illinois
Zeri, M., Anderson-Teixeira, K., Hickman, G., Masters, M., DeLucia, E., & Bernacchi, C. J. (2011) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2011.09.006 · Cited by 140 · see citing works
Climate policies for road transport revisited (I): Evaluation of the current framework
Creutzig, F., McGlynn, E., Minx, J., & Edenhofer, O. (2011) · Energy Policy · doi:10.1016/j.enpol.2011.01.062 · Cited by 92 · see citing works
Hoekman, S. K., Broch, A., & Liu, X. (. (2018) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.05.050 · Cited by 83 · see citing works
Parajuli, R., Knudsen, M. T., Djomo, S. N., Corona, A., Birkved, M., & Dalgaard, T. (2017) · Science of The Total Environment · doi:10.1016/j.scitotenv.2017.01.207 · Cited by 62 · see citing works
Evapotranspiration and ecosystem water use efficiency of switchgrass and high biomass sorghum
Wagle, P., Kakani, V. G., & Huhnke, R. L. (2016) · Agronomy Journal · doi:10.2134/agronj2015.0149 · Cited by 49 · see citing works
Aboveground productivity and soil carbon storage of biofuel crops in<scp>O</scp>hio
Bonin, C. L., & Lal, R. (2014) · GCB Bioenergy · doi:10.1111/gcbb.12041 · Cited by 41 · see citing works
Qin, Z., Zhuang, Q., & Zhu, X. (2015) · GCB Bioenergy · doi:10.1111/gcbb.12106 · Cited by 28 · see citing works
Miscanthus agronomy and bioenergy feedstock potential on minesoils.
Ussiri, D. A. N., & Lal, R. (2014) · Biofuels · doi:10.1080/17597269.2015.1024388 · Cited by 23 · see citing works
An assessment of two environmental and economic benefits of ‘Cash for Clunkers’
Lenski, S. M., Keoleian, G. A., & Moore, M. R. (2013) · Ecological Economics · doi:10.1016/j.ecolecon.2013.10.011 · Cited by 12 · see citing works
Benvenutti, L. M. M., Parish, E. S., Busch, I., Jager, H. I., Hawkins, T. R., & Masum, F. H. (2025) · Environmental Science & Technology · doi:10.1021/acs.est.5c05846 · Cited by 2 · see citing works
“40,65,66 Unlike the present study, which provides the monetary impact considering the direct land use change from the annual crop, Thakrar et al. 40 assessed air quality impact of switchgrass production and found a damage average cost to the human health to be U $33.01 Mg − 1 of biomass.”
Influential
- Authors
- Hill, J., Polasky, S., Nelson, E., Tilman, D., Huo, H., Ludwig, L., Neumann, J., Zheng, H., & Bonta, D.
- Affiliations
- University of Minnesota (US)
- Stanford University (US)
- Argonne National Laboratory (US)
- Industrial Economics, Cambridge, MA 02140
- Department of Applied Economics,
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2009-02-10
- Volume
- 106
- Issue
- 6
- Pages
- 2077-2082
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC2634804
- OpenAlex
- W2168129126
- Cited by
- 335
- References
- 32
- Citations by year
- 2026: 4 · 2025: 8 · 2024: 7 · 2023: 9 · 2022: 7 · 2021: 9 · 2020: 18 · 2019: 15 · 2018: 9 · 2017: 25 · 2016: 26 · 2015: 26 · 2014: 30 · 2013: 34 · 2012: 30
- FWCI
- 32.42
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Bowdoin - Digital Commons (Bowdoin College) (submittedVersion)
- Funders
- University of Minnesota
- Topics
- Physical Sciences › Environmental Science › Environmental Engineering › Environmental Impact and Sustainability
- Physical Sciences › Energy › Renewable Energy, Sustainability and the Environment › Energy, Environment, and Transportation Policies
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Air Quality and Health Impacts
- Keywords
- biofuels, cellulosic ethanol, corn ethanol, gasoline, greenhouse gas emissions, PM2.5, health care costs, economic costs of climate change, life cycle assessment, biomass feedstock, corn stover, Miscanthus, switchgrass, energy policy
- MeSH terms
- Air Pollutants, Ethanol, Vehicle Emissions, Energy-Generating Resources, Gasoline, Humans, Health Care Costs, Greenhouse Effect
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review