I’ve gathered together nine life cycle analyses comparing the “cradle-to-grave” CO2 emissions for electricity from fossil fuels, nuclear and renewables. The analyses are taken from a diverse range of industrial, academic and environmental organisations. Surprisingly, they all agree with each other. Here are the emissions numbers, side-by-side.
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Which electricity technologies have the lowest greenhouse gas emissions? Vague claims get thrown about, but the actual numbers often seem hard to find. What’s more, some of the more accessible studies are by bodies with obvious ulterior interests in the results, be they energy companies or environmental groups. To get to the bottom of the question, I’ve gone for a fairly comprehensive trawl though the available data: all the main generating technologies, end-to-end life cycle analyses of each, and analyses from many different organisations spanning the spectrum of views on energy policy.
Life Cycle Analysis
An effective comparison of CO2 emissions has to be a “cradle-to-grave” assessment spanning the entire life of the generating plant and the fuel cycle. Such an assessment is called a “life cycle analysis”. It takes total lifetime emissions into account. To see why that’s important, let’s take nuclear as an example. CO2 emissions from a nuclear power plant are low when it’s operating, but does nuclear really provide “low carbon” electricity when the entire fuel cycle is taken into account? What about uranium mining and enrichment? What about the construction of the plant? What about fuel reprocessing, waste disposal and plant decommissioning? A complete “cradle-to-grave” assessment of the technology is the only way to get a true picture of total lifetime emissions.
The question about end-to-end emissions applies to all electricity generating technologies. Wind energy emits no CO2 in operation, but how much CO2 is given off to produce the raw materials, the concrete and copper? These are the questions that need to be answered when assessing total greenhouse gas emissions for any generating technology. That’s what a life cycle analysis does. A life cycle analysis is a complete “cradle-to-grave” examination of a process. In the case of CO2 emissions, a life cycle analysis can provide the hard numbers for the total emissions of an electricity generating technology over its entire life.
Nine Life Cycle Analysis Reports Brought Together
There are several authoritative life cycle analyses of greenhouse gas emissions from electricity generation. Although these are very solid pieces of work, some could have their neutrality questioned for one reason or another. Therefore, I’ve brought together analyses from nine different bodies spanning a range of views on energy policy, to see how their numbers compare. I’ve tried to use reports that have been subject to detailed scrutiny – peer-reviewed academic publications, compilations of peer-reviewed work, analyses submitted to statutory planning processes, and so on. The reports reviewed here compare six electricity generating technologies, coal; gas; solar photovoltaic (PV); nuclear; wind and hydroelectric power. Because any one study could be accused of bias one way or another, I’ve brought together analyses from a range of sources:
- three of the reports are from governmental organisations: the European Commission’s Externalities of Energy (ExternE) project, the IAEA and the UK DTI;
- three are academic studies by research establishments in the US (U. of Wisconsin), Japan (CRIEPI) and Switzerland (Paul Scherrer Institute);
- one is from a environmental organisation with a pro-renewables anti-nuclear energy policy (Sustainable Development Commission);
- and two are from energy companies with commercial interests in nuclear power and coal (British Energy and Vattenfall).
Here are the nine organisations in more detail:
- ExternE: [1]
ExternE – Externalities of Energy is a research project of the European Commission. In its words, “the ExternE project is the first comprehensive attempt to use a consistent ‘bottom-up’ methodology to evaluate the external costs associated with a range of different fuel cycles. The European Commission launched the project in collaboration with the US Department of Energy in 1991.” - Sustainable Development Commission: [2]
The Sustainable Development Commission is the UK Government’s independent advisory body on sustainable development. It is chaired by the leading environmentalist Jonathon Porritt. The SDC opposes nuclear power and supports tidal and wind energy. - University of Wisconsin, Fusion Technology Institute: [3]
The University of Wisconsin’s study is a life cycle assessment produced for a Ph.D. thesis at the university’s Fusion Technology Institute, a fusion engineering research centre. - Central Research Institute of Electric Power Industry, Japan: [4]
The Japanese report is a life cycle analysis from Japan’s Central Research Institute of Electric Power Industry, which researches fossil, nuclear and renewable energy. - Paul Scherrer Institute, Switzerland: [5]
The Swiss life cycle assessment is by the Paul Scherrer Institute. The PSI is one of the most prestigious science and engineering research centres in Switzerland. - Department of Trade and Industry, UK: [6]
The UK figures are from the UK Government’s 2006 Energy Review, produced by the DTI (now BERR). The DTI figures draw on analyses by the OECD. I’ve included these as the “official” view, that is, the data the government itself would look to. - International Atomic Energy Authority: [7]
The IAEA describes itself as “the world’s center of cooperation in the nuclear field.” The report used here is from its Planning and Economic Studies Section. - British Energy Group plc & Vattenfall AB: [8] [9]
And finally, the last two sets of numbers are from the energy industry itself. British Energy operates Britain’s nuclear power stations. The life cycle analysis I’ve included here was part of an Environmental Product Declaration for Torness nuclear power station. Vattenfall AB is a Swedish electricity generating company, its energy mix is 45% fossil, 33% nuclear, 21% hydro and 1% renewable. The Vattenfall report is a summary of the various life cycle analyses Vattenfall produces for its own needs.
The Actual Numbers, At Last
I’ve brought together nine studies from bodies spanning a wide range of views on energy policy. Here are the CO2 emissions numbers from these nine reports in one handy table. The data are “cradle-to-grave” Life Cycle Analyses of the various energy technologies, covering everything from mining to waste disposal.
| Coal | Gas | Solar PV | Nuclear | Wind | Hydro | |
| kg CO2/MWeh | ||||||
| ExternE [1] | 815 | 362 | 53 | 20 | 7 | - |
| UK SDC [2] | 891 | 356 | - | 16 | - | - |
| U. of Wisconsin [3] | 974 | 469 | 39 | 15 | 14 | - |
| CRIEPI, Japan [4] | 990 | 653(a) | 59 | 21 | 37 | 18 |
| Paul Scherrer Inst. [5] | 949(b) | 485 | 79 | 8 | 14 | 3 |
| UK Energy Review [6] | 755 | 385 | - | 11–22 | 11–37 | - |
| IAEA [7] | 968(c) | 440(c) | 100(c) | 9–21 | 9–36 | 4–23 |
| Vattenfall AB [8] | 980 | 450 | 50 | 6 | 6 | 3 |
| British Energy [9] | 900 | 400 | - | 5 | - | - |
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The units are kilograms of CO2–equivalent emitted per megawatt-hour of electricity generated. The figures refer to total emissions for the whole life cycle of the generating plant. Notes: (a) The figures for gas refer to combined cycle where available, the CRIEPI figure is for thermal. (b) The PSI data are the “minimum” value data-set from the PSI report. (c) Figures for best 1990s technology. |
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What Does It All Mean?
So, what do these numbers show us?
The first point is that all these reports get roughly similar results. Call me a cynic, but I found that slightly surprising. There is some spread in the numbers, reflecting different national circumstances and assumptions, but they all tell more-or-less the same story.
The data show there is an enormous gulf separating coal and gas at the high end from wind, nuclear and hydro at the low end. Solar photovoltaic has somewhat higher life cycle emissions that the lowest three, but it is still a clear factor of ten lower than coal.
The results are surprisingly clear-cut. Nine life cycle analyses from organisations as diverse as Vattenfall, the Paul Scherrer Institute and the Sustainable Development Commission all roughly agree on the numbers. Coal and gas have by far the highest life cycle CO2 emissions. Solar PV is about ten times lower, and wind, nuclear and hydro are lower still.
Extra Bonus Section: Geothermal and Tidal Barrage
Most of these studies don’t consider geothermal energy in their comparisons. After receiving an inquiry about geothermal in the comments, I’ve added two studies of geothermal emissions. One is part of the Japanese CRIEPI [4] report used above, and I’ve added a second study by the Idaho National Engineering and Environmental Laboratory [10].
I’ve added a further report on geothermal emissions, from the International Geothermal Association [11].
Tidal barrages are also omitted from the main reports listed above, because large-scale tidal schemes aren’t widely available. The UK has a specific interest in them though; a barrage across the river Severn could provide 2 GW of average power, or about 4% of the UK’s electricity needs. The project is moving up the political agenda, so I’ve added the lifecycle CO2 emissions here. I’ve taken the numbers from a report prepared by Black & Veatch [12] for the UK Sustainable Development Commission. The report includes a lifecycle emissions analysis for the Severn barrage.
These are the additional figures for geothermal and tidal energy:
| Geothermal | Tidal | ||
| kg CO2/MWeh | |||
| CRIEPI [4] | 23 | - | |
| INEEL [10] | 82(a) | - | |
| IGA [11] | 122 | - | |
| UK SDC [12] | - | 2(b) | |
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The units are kilograms of CO2–equivalent emitted per megawatt-hour of electricity generated. The figures refer to total emissions for the whole life cycle of the generating plant. Notes: (a) Figure for CO2 only. (b) The tidal figure is for the Severn tidal barrage. |
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Carbon emissions for geothermal electricity are slightly lower than emissions for solar photovoltaic, and somewhat higher than wind, nuclear and hydro.
The Severn Barrage’s lifecycle emissions are dominated by the initial construction phase, but the figures are striking. This project has the lowest lifecycle CO2 emissions of all the electricity generating technologies I’ve looked at here.
References
- ExternE National Implementation Germany, W. Krewitt et al., Externalities of Energy European Commission Research Project, Nov. 1997 (WebCite cache)
- The Role of Nuclear Power In a Low Carbon Economy, SDC Position Paper, UK Sustainable Development Commission, Mar. 2006 (page 5) (WebCite cache)
- Life-Cycle Assessment of Electricity Generation Systems and Applications for Climate Change Policy Analysis, P.J. Meier, Ph.D. thesis, University of Wisconsin, Aug. 2002 (page 70) (WebCite cache)
- Energy Technology Life Cycle Analysis that Takes CO2 Emission Reduction Into Consideration, Central Research Institute of Electric Power Industry, Japan, Annual Research Report, 1995 (WebCite cache)
- Greenhouse Gas Emissions From Energy Systems: Comparison and Overview, R. Dones et al., Paul Scherrer Institut Annual Report 2003, Annex IV (Table 2, page 38) (WebCite cache)
- UK Govt. Energy Review: The Energy Challenge, 2006, Chapter 5, Electricity Generation, (Table 5.3, page 116) (WebCite cache)
- Greenhouse Gas Emissions Of Electricity Generation Chains: Assessing the Difference, J.V. Spadaro et al., IAEA Bulletin 42/2/2000, (page 21) (WebCite cache)
- Vattenfall’s Life Cycle Studies of Electricity, Vattenfall AB, Oct. 1999 (upper graph on page 16) (WebCite cache)
- Environmental Product Declaration of Electricity from Torness Nuclear Power Station, British Energy, May 2005 (WebCite cache)
- Geothermal Electrical Production CO2 Emissions Study, K.K. Bloomfield et al., Idaho National Engineering and Environmental Laboratory, 1999 (WebCite cache) (alternative link)
- Geothermal Power Generating Plant CO2 Emission Survey, R. Bertani et al., Newsletter of the International Geothermal Association, No. 49, July 2002 (Figure 1, page 2) (WebCite cache)
- Tidal Power in the UK: Research Report 3 – Severn barrage proposals, Black & Veatch for the Sustainable Development Commission, Oct. 2007 (page 60) (WebCite cache)
Thanks to Peter Lang for pointing out the error in this comment. >



15 responses so far ↓
Fond of Beetles // March 1, 2008 at 6:34 pm
I’m wondering: Which of these studies do you think is the least interested in the outcome?
Fond of Beetles // March 1, 2008 at 8:39 pm
Another question: Has anyone done this for geothermal?
lightbucket // March 2, 2008 at 10:36 am
> Which of these studies do you think is the least interested in the outcome?
I guess ExternE has an interest in getting the right numbers, the academic groups presumably have a large interest in protecting their reputations. I expected the industry figures to be skewed their way, I was surprised by how similar they were to the others.
I don’t have the geothermal numbers – the physical infrastructure needed is small, so I’d guess it must be among the lowest, maybe below hydro.
lightbucket // March 3, 2008 at 3:23 pm
Update: Ive added some geothermal numbers as a section at the end
Fond of Beetles // March 9, 2008 at 3:55 am
Thanks for doing that.
Fond of Beetles // March 13, 2008 at 8:30 pm
One more question: Is is possible to use these numbers to compare the carbon-dioxide savings of various energy sources against energy efficiency?
Does that even make sense? Or is this a job for Amory Lovins?
lightbucket // March 14, 2008 at 9:38 am
Energy efficiency automatically reduces CO2 emissions, the amount simply depends on the energy source it’s displacing, so energy efficiency in a high-fossil fuel energy mix removes more CO2 than energy efficiency in a low carbon energy mix (see the “Energy Mix” blog post I put up for the energy mix and emissions listings) .
There’s a cost issue about how cost-effective energy efficiency is as a way of reducing carbon emissions. It turns out that (in the UK at at least) home insulation is among the most cost-effective ways to reduce carbon emissions, I hope to put up a post about this some time, as/when/if I get round to it…
Chris // June 19, 2008 at 1:35 pm
Excellent article. You might want to recheck your Table 1 figures, however. The UK energy review data for wind and nuclear appear to be the kg C, rather than kg CO2 figures.
lightbucket // June 19, 2008 at 1:56 pm
Hello Chris,
the figures in the UK Energy Review are in grams of carbon per kilowatt-hour, but I’ve converted these to kilograms of carbon dioxide per megawatt-hour, to keep a consistent set of units through the table.
The figures are given in several different units across the various reports, I’ve converted them all to kg CO2 /MWh for consistency.
Correction 23 Sept 2008: Oops, sorry, the coal and gas numbers were right, but the wind and nuclear figures from the UK Energy Review were indeed transcribed from the wrong column, as you said (and someone else has now pointed it out too). I’ve fixed in now. Apologies for missing that first time around, and thanks for the feedback.
Jon // June 19, 2008 at 11:59 pm
I’m considering installing a geothermal system – and I’m wondering if these studies are comparing geothermal for heat, for cooling, or for both – and in what mix? Seems like it would make a huge difference. If I lived in some cities, I might just use it to heat +20 degrees for 5 months – in Canada it could be +50-80 degrees in the winter, and relatively no Air Conditioning in the summer – therefore little carbon emitted – etc…
Any idea?
Jon // June 20, 2008 at 12:01 am
furthermore – are they analyzing utility-scale geothermal? How much different would that be from residential?
lightbucket // June 20, 2008 at 9:34 am
>> “are they analyzing utility-scale geothermal?”
Yes, all these reports are about utility-scale electricity generation, domestic (low temperature) geothermal systems may have very much lower emissions.
(Also, I see that the link to the INEEL report is dead, I’ve put in an alternative link), and I’ve added a report from the International Geothermal Association, while I’m about it.
Susan Kraemer // January 27, 2009 at 3:52 pm
Thanks for all the work -sorry no time to read detail right now, but could you tell me:
I’m betting that the (relatively) high solar numbers are based on the assumption that solar cell factories run using coal power?
Since that is not intrinsic to making solar modules (unavoidable; the way that burning coal makes co2), is that a reasonable assumption?
lightbucket // January 27, 2009 at 4:25 pm
Hello Susan,
Good question – the assumptions about the input energy source are crucial to the outcome.
The Scherrer Institute study provides a fairly detailed account of how they arrived at their numbers (page 36 of the Scherrer document):
The production of metallurgical grade silicon assumes a hydro-based electricity mix (assumed to take place in Norway), and the purification process assumes a mix of hydropower and CHP (assumed to take place in Germany).
The assumed input energy mix is moderately low carbon, if coal was assumed as the input energy source, the solar-PV numbers would be much higher.
The question of input energy mix can be avoided by looking at the energy payback ratio instead. That ratio just looks at total energy in versus total energy out, irrespective of the source of the input energy. There’s a round-up of some payback ratio calculations in the post Energy payback ratios for electricity generation.
microchap // May 18, 2009 at 12:46 pm
Oh come on!
You assume that all the worlds PV silicon will be made in Norway!!!!!!!
On that basis you could assume that all the direct electric resistance heating is powered by Norwegian hydro. The reality is that most PV is made in Japan (with reasonable CO2 of 0.350kg/kWh or thereabouts, largely based on heavy nuclear in the mix); increasingly in China and we know where they are going.
You omit the two most reputable academic references, Alsemer (NL) and Kato (JP), who provide very different numbers although Alsemer, as a solar protagonist, chooses a preferred scenario in which PV is made from off-grade silicon from the electronics industry and discards two-thirds of the carbon as a consequence.
You also conveniently omit the solar insolation level where the PV is located (and the lifetime; inverters only last about 15 years and are very carbon intensive themselves). If you take the full carbon based on JP manufacture and installed in Southern Europe, it is about 0.25kg/kWh. Not bad, but not great. But in UK insolation is only two thirds of that so nearer 0.38, not much better than current grid and certainly not the way to a zero carbon future! If you want to promote solar electricity, already CSP is delivering power at around 6 euro cents/kWh in Southern Europe (or so it has been claimed; need to confirm).
Maybe we need some primary research to get the real numbers for current manufacture, but as it stands the case for low carbon PV is not compelling, particularly when you consider who will pay for it through the proposed FiT.
BTW, going back to the capacity point, even at $1 per watt ($1000/kWp plus of course another $1000 for inverters and installation at $2000? = $4000 per kWp installed) PV only gets a 10% load factor in UK, so compared with wind at 40% load factor for offshore, again PV is a waste of time.
Add to that the fact that most PV electricity is produced in summer when we dont need it (as your other post) and I really wonder why people are getting so excited about this irrelevant technology.