Green Energy Guide: Appendix
Appendix: Values Used in Calculating the RatingsFuel Mix for Electricity Generation in the US
Table A1. Sources of electricity used for electricity generation in 1998. Table adapted from EIA, 1999 a.
|Electricity Source||Billion kWh||% of Total|
|Biomass: Wood a||33.6||0.93|
|Waste: MSW and LFG b||17.8||0.50|
|Other gas c||12.8||0.35|
|Biomass: Other waste d||3.3||0.09|
a Wood, wood waste, wood liquors, peat, railroad ties, wood sludge, and spent sulfur liquor
b Municipal solid waste and landfill gas
c Butane, methane, propane and other gases
d Agricultural waste, straw, tires, fish oils, paper pellets, tall oil, sludge waste and waste alcohol
e Photovoltaics, solar ponds, and solar thermal
Table A2. Land required each year for facilities that produce 1 billion kWh/yr of electricity (enough to supply a city of 100,000 people). Some sources of electricity (such as hydro) require a one-time land allotment and no new land is disrupted each year. Other sources (such as coal) have one-time land allotments in the construction of the power plant, but also require new land to be disrupted each year for fuel extraction. In these cases, it is noted how much land is required for facility construction vs. fuel extraction (when such information is available). Table is adapted from Pimentel et al. (1994 a); data on fuel extraction vs. plant operation land requirements is from USDOE (1989 b); natural gas data is from Ottinger et al. (1991).
|Source of electricity||Hectares per billion kWh|
|Natural gas||9 b|
|Wind||233; 11,666 e|
|Photovoltaics||1350 - 2700 f|
|Biomass||132,000 -220,000 g|
a Coal: Estimate includes coal power plant construction (33 ha) and coal fuel extraction (330 ha), but does not include land needed for disposal of coal mine tailings or ash produced during combustion.
b Natural gas: Estimate includes power plant construction only, and does not include land required for fuel extraction (which is likely to also be low).
c Nuclear: Estimate includes nuclear power plant construction (22 ha) and fuel extraction (26 ha), but does not include land needed for disposal of uranium tailings produced during mining, the waste produced during electricity generation, or the land requirements involved in the eventual decommissioning of the reactor.
d Hydroelectric: Estimate is based on a random sample of 50 large hydropower reservoirs in the US, ranging from 482 ha to 763,000 ha. The amount of land flooded depends on the particular topography of the region.
e Wind: It takes more than 11,500 ha of land to space out enough wind turbines such that they can produce a billion kWh of electricity. However, 233 of these hectares are actually taken up by the turbines themselves, or by access roads for their construction and maintenance. There is also an offshore wind farm that is being planned which would avoid terrestrial impacts altogether.
f Photovoltaics: Estimate includes land covered by a photovoltaic electricity generating facility. The 2700 ha number is based on an actual PV electricity plant with an overall 7.5% efficiency. This is somewhat an overestimate of the land required because the PV panels on the market have efficiencies of up to 15%, and those under development have efficiencies of up to 30%. A more modern PV plant, therefore, would cover about 1350 ha.
g Biomass: Estimate is based on the amount of natural forest that would have to be permanently set aside for sustainable forestry. If energy crops were grown, the amount of land required would drop to the still very high number of 132,000 ha.
Table A3. Water consumption for fuel extraction, and the construction and operation of electricity-generating facilities in terms of acre-feet of water used per GWh of power produced. Data includes consumptive water use only (most of which is lost as evaporation from cooling systems) and does not include non-consumptive water use (which returned to the water body from which it was drawn), unless otherwise indicated.
|Source of electricity||Acre-ft water per GWh|
|Coal||1.5 - 3.1 a|
|Natural gas||0.8 b|
|Nuclear||2.6 - 4.1 c|
b Natural gas: The value of 0.8 acre-ft/GWh includes consumptive water use only (USDOE, 1983). Non-consumptive water use for fossil fuel plants is much higher, averaging 590 acre-ft per GWh (Ottinger et al., 1991).
c Nuclear: Nuclear reactions generate large amounts of heat, and therefore require large amounts of water for cooling purposes (USDOE, 1989 a). Non-consumptive water use for nuclear plants is much higher, averaging 806 acre-ft per GWh (Ottinger et al., 1991).
d Hydroelectric: The 66,000 acre-ft of water is calculated for small hydro plants (in this case, assumed to be less than 65 feet) and is non-consumptive (USDOE, 1983). Even though the water is not consumed, because all organisms must be screened out before use, the impacts of this water use are large.
e Wind: The water consumed during construction and operation of wind turbines is negligible (USDOE, 1983). However, if pumped hydro were used to store wind-generated energy, the water utilization would be much higher.
f Photovoltaics: The small amounts of water for PV-produced energy are used for periodic washing of the panels; the water used during construction is negligible (USDOE, 1989; Ottinger et al., 1991).
g Biomass: This water is used in a wood-fired steam electric plant (USDOE, 1983). Energy crops that require irrigation would consume much higher levels of water.
Air Pollution Emissions
Table A4. Emissions of 5 major air pollutants from electric power generation over the fuel lifecycle. Tr stands for trace (less than 0.01 tons/GWh). Adapted from USDOE, 1989 a. Externality values are from EIA, 1995.
|Tons of pollutants per GWh|
|Source of electricity||SO2 a||NO2 b||TSP c||CO d||VOCs e|
a Sulfur Dioxide contributes to air pollution-related health effects by reacting in the atmosphere to form sulfates, which are believed to form a significant portion of total suspended particulates (TSP) in terms of both volume and toxicity to humans (Ottinger, 1990). The major effect of sulfur oxides on ecosystems, however, is their contribution to acid rain. Externality values have been assigned by six states, averaging $1582 per ton of SO2, with a range from $0 to $4,486 per ton; only some attempt to gauge acid rain costs.
b Nitrogen Oxides such as NO and NO2, are often considered as a group (abbreviated NOx) because they are commonly produced together and can incontrovert. In the atmosphere, NOx forms yellow-brown clouds which add to haze and smog, contribute to climate change when they convert in the atmosphere to form the potent greenhouse gas nitrous oxide (N20), react to form tropospheric ozone (O3), the major component of smog, and precipitate out as acid rain. The contribution of nitrogen oxides to ozone formation merits particular attention because O3 is a significant contributor to forest and crop damage, and has also been found to cause respiratory problems (90% of inhaled O3 is never exhaled) (Ottinger, 1990). Externality values have been assigned by six States, averaging $5008/ton, with a range from $850 to $9120 per ton.
c Particulates, abbreviated TSP (total suspended particulates), are very fine solid particles suspended in air; They have diverse sizes and chemical properties, with the smaller particles being particularly hazardous to human health since they remain in the air longer and can not be filtered out by the respiratory system (Ottinger, 1990). Some particulates (such as dust, soot, and radioactive isotopes) are emitted directly into the air, while others (such as sulfates) form after reactions between compounds in the atmosphere. Particulates typically remain in the air for a week to forty days before they are deposited by rain, or combine to form larger particles which settle out. A comprehensive review of US and European studies found a high correlation between mortality rates and TSP levels (Dockery and Pope, 1993 and 1994). Externality values have been assigned by six States, averaging $3036/ton, with a range from $333 to $4,608/ton.
d Carbon Monoxide is a gas formed from the incomplete combustion of fossil fuels. Carbon monoxide can cause headaches in people, and place additional stress on those individuals with heart disease (Ottinger, 1990). The two states that have assigned externality values to CO give it $960 and $1,012 per ton.
e Volatile Organic Compounds are actually a diverse class of air pollutants made up of hundreds of compounds which all contain hydrogen and carbon. Methane, the simplest of the volatile organics, is a potent greenhouse gas, but is unreactive in the atmosphere. The rest of the VOCs, on the other hand, are highly reactive and combine with nitrogen oxides to produce major components of smog and tropospheric ozone. Although volatile organic compounds are produced in small amounts, they have been assigned a high externality value of $3,085/ton by the one state that has assessed them.
Carbon Dioxide Emissions
Table A5. Carbon dioxide emissions per GWh of electricity produced over the total fuel cycle. A typical person uses about a tenth of a GWh of electricity in a year (Pimentel et al., 1994 a). Figures are adapted from USDOE (1989 b), and USEPA (1994).
|Source of electricity||Tons of CO2/GWh|
|Coal||751 - 964 a|
|Natural gas||484 - 590 a|
|Hydroelectric||3.1 - 10.0 b|
|Biomass||see footnote c|
b Nuclear, Hydroelectric, Wind, and Photovoltaics: These energy sources have no direct emissions of CO2 during electricity generation. Rather, the emissions stem from fossil fuel burning during other parts of the fuel cycle (uranium mining and processing, turbine construction, etc.). The carbon emissions would therefore be much lower if renewable energy sources were used which had small rates of CO2 emissions. The scale of hydropower affects the amount of CO2 produced: the lesser value corresponds to large hydro and the greater value to small scale hydro.
c Biomass: If forests were harvested sustainably, the use of biomass for electricity would yield no net CO2 increase in the atmosphere because the amount of carbon emitted during combustion equals the amount that would be removed from the atmosphere during regrowth. However, if energy crops were grown using industrial agricultural methods, the CO2 emitted per unit of electricity produced may be significantly greater than zero due to the energy required for fertilizers, pesticides, and planting and harvesting.
Occupational Health and Safety
Table A6. Occupational fatalities and lost work days for major sources of electricity. Data on natural gas, hydroelectricity, and biomass are not available. Adapted from Ottinger et al. (1991).
|Source of electricity||Fatalities
|Lost work days|
(1000 worker days
lost per GW/yr)
|Coal||1.19||1.94 - 56.0|
|Natural gas||low a||low|
|Nuclear||0.16 - 2.1||0.15 - 1.95|
|Photovoltaics||less than 0.01||1.5|
|Wind||0.28 - 0.44||0.82 - 1.36|
a Parallel figures were not available for natural gas or biomass-fueled electricity. However, it has been calculated that the harvesting of forest biomass has an occupational injury and illness rate that is 14 times higher than underground coal mining and 28 times higher than oil and gas extraction, per kilocalorie of energy produced (Pimentel et al., 1984).
Energy Return on Investment
Table A7. Total energy inputs required for the construction of electricity-generating facilities that produce 1 billion kWh/yr of electricity. The energy return on energy investment is an energy input/output ratio: the amount of energy that is produced over the unit's 30-year life span, divided by the amount of energy consumed during construction. Energy to extract the fuel is not included in the figures, but is discussed in the notes on each fuel source.
|Source of electricity||Energy|
(kWh x 109)
on energy investment
|Coal||0.12||less than 8:1 a|
|Natural gas||NA||NA b|
|Nuclear||0.03||less than 5:1 c|
|Hydroelectric||0.02||less than 48:1 d|
|Photovoltaics||0.11||more than 9:1 f|
a Coal: The energy return ratio of 8:1 (Pimentel et al., 1994 a) is a significant overestimate because it does not take into consideration the energy required to extract the coal. Although more efficient technologies may increase this value, these gains could be balanced by the decreased plant efficiencies that come with more stringent pollution controls.
b Natural gas: Information on the energy investment for natural gas plants is not available.
c Nuclear: The 5:1 ratio (Pimentel et al., 1994 a) for nuclear power is an overestimate for a few reasons. First, this value does not include the significant energy required for uranium mining and processing when this is included in the calculations. Second, the 5:1 ratio does not take into consideration the large amounts of energy required to process the radioactive waste and eventually decommission the nuclear reactor. Although other forms of electricity generation, especially coal plants, have additional energy requirements to dispose of their associated waste, the energy consumed is very small compared to what is required to deal with radioactive waste.
d Hydroelectric: Hydropower has by far the most favorable energy return on investment, with a value of 48:1 (Pimentel et al., 1994 a). However, such returns should not be expected from future dams because the most favorable sites have already been developed or set off-limits. The future ratio may be expected to be closer to 15:1 which has been calculated for Europe (Pimentel et al., 1994 a).
e Wind: The energy return on investment ratio of 5:1 is likely to increase for wind power as designs improve and lighter-weight materials are incorporated (Pimentel et al., 1994 a).
f Photovoltaics: PV systems have a 9:1 energy return ratio when their efficiencies are about 7.5% (Pimentel et al., 1994 a). However, this estimate is low because more recent PV systems are achieving 10-15% efficiencies in the field, and prototype modules are reaching much higher efficiencies in the laboratory. A more likely figure for energy return on investment, therefore, may be 17:1 (Pimentel et al., 1991).
g Biomass: Biomass has a very low energy output to input ratio of 3:1 for natural forest biomass (3 tons of woody biomass can be harvested per hectare, but 33 liters of diesel fuel per hectare are used in harvesting and transporting the wood, and 70% of the 13.5 million thermal kcal are lost in the conversion to electricity- a value similar to coal plants; Pimentel et al., 1994 a). Ratios for crops grown specifically for electricity production vary greatly but would probably be even lower. Although yields for energy crops would be higher per acre than natural forest biomass, these gains would be offset by the greater energy inputs associated with intensive agriculture (Pimentel et al., 1994 b).
Current Market Price Table A8. Current market price for sources of electricity in the US. Price ranges are due to differences in the technology employed, geographical region, subsidies, etc. Adapted from Pimentel et al. (1994 a), and Flavin and Lenssen (1994).
|Source of electricity||Current Market Price|
|Coal||3 - 6|
|Natural gas||4 - 6|
|Nuclear||5 - 21|
|Wind||5 - 7|
Estimated Externality Costs
Table A9. Externality costs were adapted from Kennedy et al., 1991, and. The range cited is an indication of the large variations of estimates within the literature.
|Source of electricity||Externality Cost|
|Coal||0.04 - 25.8|
|Natural gas||0.09 - 2.8|
|Nuclear||0.001 - 37.8|
|Wind||0 - 0.15|
|Photovoltaics||0 - 0.4|
|Biomass||0 - 0.7|
Impacts of Household Electricity Use
Table A10. Adapted from Brower and Leon (1999).
|Impact type||Amount caused by all consumer activities||Percent caused by electricity consumption||Amount caused by electricity consumption|
|Greenhouse gases||28,461 lb/yr.||20.8%||5913 lb/yr.|
|Common air pollution||1120 lb/yr.||18%||202 lb/yr.|
|Toxic air pollution||64 lb/yr.||0.7%||0.4 lb /yr.|
|Water pollution||1391 lb/yr.||6.5%||90 lb /yr.|
|Water use||767 gallons/day||2.5%||7001 gallons/yr|
|Terrestrial habitat alteration||88,920 ft2||0.3%||267 ft2/yr.|
ReferencesBoyle, G. 1996. Renewable Energy: Power for a Sustainable Future. Oxford University Press, Oxford.
Brower, M. 1990. Cool Energy. The Renewable Solution to Global Warming. Union of Concerned Scientists, Cambridge, MA.
Brower, M, and W. Leon. 1999. The Consumer's Guide to Effective Environmental Choices. Three Rivers Press, New York.
Brown, L., M. Renner, and B. Halweil. 1999. Vital Signs: the Environmental Trends that are Shaping our Future. Worldwatch Institute, Washington D.C.
California Comparative Risk Project (CCRP). 1994. Toward the 21st Century: Planning for the Protection of California's Environment. California Environmental Protection Agency, Sacramento, CA.
Cavallo, A., S. M. Hick, and D. R. Smith. 1993. Wind Energy: Technology and Economics. Pages 121-156 in T. B. Johanssen, ed. Renewable Energy: Sources for Fuels and Electricity. Island Press, Washington D.C
Cole, N. and P. J. Skerrett. 1995. Renewables are Ready. The Union of Concerned Scientists. Chelsea Green Publishing Company, White River Junction, VT.
Dockery, D. and C. Pope. 1993. Acute respiratory effects of particulate air pollution. Annual Review of Public Health 15: 107-43.
Dockery, D. and C. Pope. 1994. An association between air pollution and mortality rates in six US cities. New England Journal of Medicine 329: 1753-1759.
El-Hinnawi, Essam E. 1981. The Environmental Impacts of the Production and Use of Energy. UN Environmental Programme. Tycooly Press, Shannon.
Elliott, D. 1997. Energy, Society and Environment. Routledge, London.
Elliott, D. L., L. L. Windell, and G. L. Gower. 1991. An Assessment of the Available Windy Land Area and Wind Energy Potential in the Contiguous United States. Pacific Northwest Laboratories, Richland, WA.
Energy Information Administration (EIA). 1999 a. Annual Energy Review 1998. US Department of Energy, Washington D.C.
Energy Information Administration (EIA). 1999 b. State Electricity Profiles. US Department of Energy, Washington D.C.
Energy Information Administration (EIA). 1995. Electricity Generation and Environmental Externalities: Case Studies. EIA, Washington D.C.
Flavin, C. and N. Lenssen. 1994. Power Surge: Guide to the Coming Energy Revolution. Worldwatch Institute. W. W. Norton & Company, New York.
Fulkerson, W., R. R. Judkins, and M. K. Sanghui. 1990. Energy from fossil fuels. Scientific American 263: 129-135.
Gipe, P. 1993. Wind Power for Home and Business. Chelsea Green Publishing Company, White River Junction, Vermont.
Greyson, J. 1995. Taking a natural step. New Ground. SERA, London.
Grubb, M. and N. Meyer. 1993. Wind Energy: Resources, Systems and Regional Strategies. Pages 157-212 in T. B. Johanssen, ed. Renewable Energy: Sources for Fuels and Electricity. Island Press, Washington D.C.
Hall, D. O., F. Rosillo-Calle, R. H. Williams, and J. Woods. 1993. Biomass for energy: supply prospects. Pages 594-651 in T. B. Johansson, ed. Renewable Energy: Sources for Fuels and Electricity. . Island Press, Washington D.C.
Hall, D. O. 1991. Biomass Energy. Energy Policy 19: 711-737.
Intergovernmental Panel on Climate Change (IPCC). 1996. Climate Change 1995: The IPCC Second Assessment Report. IPCC, Geneva, Switzerland.
Johansson, T. B., H. Kelly, A. K. Reddy and R. H. Williams, eds. 1993. Renewable Energy: Sources for Fuels and Electricity. Island Press, Washington D.C.
Kennedy, T., J. Finnell, and D. Kumar. 1991. Considering environmental costs in energy planning: alternative approaches and implementation. In, Solar Engineering. American Society of Mechanical Engineers, New York.
Kozloff, K. 1997. Power to choose: Sustainability in the evolving electricity industry. Pages 281-355 in, Frontiers of Sustainability. Environmentally sound agriculture, forestry, transportation and power production. World Resources Institute. Island Press, Washington D.C.
Lui, P. I. 1993. Introduction to Energy and the Environment. Van Nostrand Reinhold, New York.
Mc Cully, P. 1996. Silenced Rivers. The Ecology and Politics of Large Dams. Zed Books, London.
Miller, G. T., Jr. 1997. Environmental Science. Working with the Earth. Eadsworth Publishing Company, Belmont, CA.
Miller, G. T., Jr. 1990. Resource Conservation and Management. Wadsworth, Belmont, CA.
Mills, K. H. and D. W. Schindler. 1986. Biological indicators of lake acidification. Water Air Soil Pollution 30: 779-89.
Moreira, J. R., and A. D. Poole. 1993. Hydropower and its constraints. Pages 73-119 in, T. B. Johanssen, ed. Renewable Energy: Sources for Fuels and Electricity, Island Press, Washington D.C.
Myers, N. 1990. Mass extinctions: What can the past tell us about the present and the future? Global Planet Change 2: 82.
Nash, R. 1973. Wilderness and the American Mind. Yale University Press, New Haven, CT.
Natural Resources Defense Council (NRDC) and Public Service Electric and Gas (PSE&G). 1998. Benchmarking Air Emissions of Electric Utility Generators in the United States. NRDC, New York.
Noble, D. and R. Swartman, eds. 1995. The Canadian Renewable Energy Guide. Solar Energy Society of Canada, Inc., Ontario.
Nuclear Information Resource Service (NIRS). 1992. Low-level' Radioactive Waste. March issue.
Ottinger, R., D. R. Wooley, N. A. Robinson, D. R. Hodas, and S. E. Babb. 1991. Environmental Costs of Electricity. Oceana Publications, New York.
Peebles, M. W, H. 1992. Natural Gas Fundamentals. Shell International Gas Limited, London.
Pimentel, D., G. Rodrigues, T. Wang, R. Abrams, K. Goldberg, H. Staeker, E. Ma, L. Brueckner. L. Trivato, C. Chow, U. Govindarajulu, and S. Boerke. 1994 a. Renewable energy: economic and environmental issues. Bioscience 44: 536-547.
Pimentel, D., M. Henderdorf, S. Eisenfeld, L. Olander, M. Carroquino, C. Corson, J. McDade, Y. Chung, W. Cannon, J. Roberts, L. Bluman, and J. Gregg. 1994 b. Achieving a secure energy future: environmental and economic issues. Ecological Economics 9: 201-219.
Pimentel, D. 1991. Competition for land: development, food and fuel. Pages 325-348 in, Technologies For a Greenhouse Constrained Society. M. Kuliasha, A. Zucker, and K. J. Ballew, eds. Lewis Publishers, Boca Raton, FL.
Pimentel, D., C. Fried, L. Olson, S. Schmidt, K. Wagner-Johnson, A. Westman, A. Whelan, K. Foglia, P. Poole, T. Klein, R. Sobin, and A. Bochner. 1984. Environmental and social costs of biomass energy. Bioscience 34: 89-94.
Potts, M. 1993. The Independent Home: Living Well with Power form the Sun, Wind and Water. Chelsea Green Publishing Company, White River Junction, VT.
Ristinen, R. A. and J. J. Kraushaar. 1999. Energy and the Environment. John Wiley & Sons, Inc., New York.
Schaeffer, J., ed. and the Real Goods Staff. 1994. Real Goods Solar Living Sourcebook. Chelsea Green Publishing Company, White River Junction, VT.
Schneider, S. H. 1984. The greenhouse effect: science and policy. Science 243: 771.
Singh, M. 1998. The Timeless Energy of the Sun for Life and Peace with Nature. UNESCO World Solar Programme. Sierra Club Books, San Francisco, CA.
Stolzenburg, W. 1999. How much water does a river need? Nature Conservancy 49: 8.
Strong, S. J. 1991. The Solar Electric House: Energy for the Environmentally Responsive, Energy Independent Home. Sustainability Press, Still River, MA.
US Department of Energy (USDOE). 1989 a. Energy Systems Emissions and Material Requirements. Washington D.C. Prepared by the Meridian Corporation, Alexandria, VA.
US Department of Energy (USDOE). 1989 b. Environmental Emissions from Energy Technology Systems: the Total Fuel Cycle. Prepared by Dr. R. L. San Martin, Deputy Assistant Secretary for Renewable Energy. Washington, D.C.
US Department of Energy (USDOE). 1983. Energy technology characterization handbook: environmental pollution and control factors. All references are from Ottinger et al., 1991.
US Environmental Protection Agency (USEPA). 1997. Mercury Study Report to Congress. EPA 452/R-97-004. USEPA, Washington, D.C.
US Environmental Protection Agency (USEPA). 1994. Energy Efficiency and Renewable Energy: Energy Opportunities from Title IV of the Clean Air Act. EPA 430-R-94-001. USEPA, Washington, D.C.
US Environmental Protection Agency (USEPA). 1987. Unfinished Business: A Comparative Assessment of Environmental Problems. USEPA, Washington, D.C.
Vitousek, P., H. A. Mooney, J. Lubchenco, and J. M. Melillo. 1997. Human domination of the Earth's ecosystems. Science 269: 494-499.
Wilson, A. and J. Morrill. 1995. Consumer Guide to Home Energy Savings. American Council for an Energy-Efficient Economy, Washington, D.C.
Wolfson, R. 1991. Nuclear Choices: A Citizen's Guide to Nuclear Technology. MIT Press, Cambridge, MA.
World Energy Council (WEC). 1994. New Renewable Energy Resources. A Guide to the Future. Kogan Page Ltd., London.
World Scientists' Warning to Humanity. 1992. Union of Concerned Scientists. Boston, MA.
World Wildlife Fund (WWF). 1999. America's Global Warming Solutions. Washington D.C.
Yahner, R. H. 1995. Eastern Deciduous Forest. Ecology and Wildlife Conservation. University of Minnesota Press, Minneapolis.