If the present global temperature trend continues for the remainder of the year, we're bound to hear a growing chorus of reports about 2010 being the warmest year since records have been kept. The first six months of 2010 already appear to have been the warmest first half on record. Or was it? When you examine the numerical result from the National Climatic Data Center upon which this determination rests, it turns out that January-June of this year apparently topped the previous six-month record set in 1998 by just 0.03°F. Not only is that difference quite small, but there's a good chance it doesn't exist at all and is merely the result of average temperature data being tallied to more decimal places than the accuracy of the instruments recording them warrants. So when someone tells you this is the warmest year ever, you should at least ask for more detail on that assertion.
Before going any further let me clarify that this point doesn't affect the validity of climate change. When I look at the accumulating evidence, including the climate data that's publicly available, I see a decade-by-decade warming trend since the turn of the previous century, with a few time-outs. It's open to debate whether that trend is currently in abeyance; neither the incidence of a couple of relatively-cooler years recently--giving rise to claims of global cooling that at a minimum must be regarded as highly premature--nor a single hotter year this year necessarily alters that, at this point. However, there are good reasons why media-hyped claims about any one year being warmer or colder than another are pretty much irrelevant to the larger discussion concerning climate change. And in at least the current instance they likely rest on a foundation that simply can't bear their weight.
The global annual temperatures we see reported are really averages of the averages of numerous temperature readings from thousands of weather stations around the world. Such averaged data can only be as accurate as the least-accurate individual readings on which they are based. This reflects a principle called "significant figures" or "significant digits" that is drummed into students of college chemistry and physics. (If you're interested in the details, the USGS has a good overview here.) So if you take three temperatures, say 59.1°F, 56.3° and 58.7°, their average is not 58.03333° (as my calculator tells me), or even 58.03°, in the manner that most of the climate data centers report such figures, but simply 58.0°. Furthermore, if you take the difference of two such averages, that difference can't create greater accuracy than the individual readings. For example, if I subtract from the above figure the global average temperature of 57.2°F for the period 1951-1980 used by NASA's Goddard Institute for Space Studies (GISS), the result is not 0.83333° or 0.83°, but 0.8°.
Applying this common-sense principle becomes even more important when you take into account the actual accuracy and precision (repeatability) of the underlying measurements. A quick Google search turned up a 2004 paper in the Journal of Atmospheric and Oceanic Technology on this subject. After analyzing several sources of measurement error in commonly-used air temperature sensors, the authors found that these devices were accurate to no more than +/-0.2°C over a typical range of temperatures, and less accurate beyond that. So not only are the temperature readings that go into the averages upon which comparisons of global annual temperatures are based only good to one decimal place, but they may not be quite that good. Even if some of this error averages out over the large number of observations recorded (assuming it is random error), we still shouldn't read more into these data than is there, and the second of the two digits in the "temperature anomalies" (differences vs. an agreed average) that are reported should probably only be used to ensure that rounding is done consistently.
What does all this mean in practice? Well, referring to the GISS data it appears the global average temperatures for 1998, 2002, 2005, 2007 and 2009 were all essentially indistinguishable from each other at 14.6°C or 58.3°F. 2010 might be on track to beat that by a full 0.1°C, though it could still easily end up in a tie with these other years. Whether this year sets a new record or not is of little consequence to the climate change discussion. Although not likely to compete with such a finding for headlines, it's much more relevant, important and accurate that the average of temperatures in the 2000s was apparently 0.2°C warmer than the average of the 1990s, which were already 0.1°C warmer than the 1980s, and so on.
Other Posts by Geoffrey Styles
British Columbia Aims to Sell Cleaner LNG - February 8, 2012
Cleantech Firms Paying the Price for Subsidies - February 2, 2012
D.C. Auto Show Focused on Efficiency - February 1, 2012
State of the Union Addresses All-of-the-Above Energy - January 25, 2012
Applying Innovation to Oil & Gas - January 23, 2012
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Christopher The Painter said:
Heard about this Green Revolution but never really took interest in it because it seems that very few people are interested in it as well. I don't even hear my friends, my family, my relatives or even my neighbors talk about it. Its as if those who talks about it are the environmentalist but not the ordinary people.
RickEngebretson said:
Charles,
I think Geoff is right on track. I'm a Biophysicist. My physics friends like nuclear; I don't know why or care.
I'm sitting in Minnesota getting buried in biomass. I burn it off most of the year in a large furnace. Most Minnesotans buy expensive machinery and poisons to grow crops, then run to the government to cover their loss. Others raise cattle, then build houses to cover their loss. The paper industry is in decline. When I was a kid the Dakotas were barely grass and wheat, and they now have larger lakes than Minnesota. We are getting semi loads of alfalfa from Canada. Montana is transformed. The scale does not seem to register with many.
Robert Rapier and Geoff have shared about biofuels extensively. The oil industry knows high temperature chemistry. A hot wire and biomass will give us organic fuels. And the nuclear industry can give us a hot wire.
I spend a lot of time programming Linux, with a little electronics to boot. There is interest here in Honeywell microturbines, biofuels, and Ford hybrids at a St. Paul plant slated to close.
Beyond that I'm not much help to you. But I would like a hot wire.
Best regards,
Rick.
RickEngebretson said:
I've mentioned the solar processing of biofuels, ie; solar fuels. The thermodynamics is there, but the logistics is a question, so I mention it and leave it.
I'm very glad you mentioned nuclear. I got good enough at quantum physics to know I knew nothing about nuclear. My biggest concern with nuclear is proliferation and where do we find the trained staff, and waste? Clearly, there is something important there. I remember the notion of Hydrogen fuel production got reduced to how many feet from a nuclear plant, what wire gauge, off-peak (J.O.M.Bockris).
Sincere thanks,
Rick.
CharlesBarton said:
Rick, if your questions about nuclear power are serious and of the EC's resident nuclear supporters would be happy to answer them. Just give a holler if you are looking for answers.
RickEngebretson said:
The "Green Revolution" used to be about agriculture.
Anybody notice the abundance of food? Vast water resevoirs (eg. Dakotas, China) have been built along with huge increases in fertilizer use and fancy plant genetics. Huge new areas of the globe are producing more than we can consume. The one sided impact of fossil fuel CO2 generation must be combined with the development of industrial age agriculture CO2 consumption and cooling. We are in a new era, for better or worse, so far so good. Lots of great new energy innovations to brag about.
The impact of increased atmospheric CO2 must be balanced by the impact of vegetation. My worry is water.
Geoffrey Styles said:
Rick,
There's growing interest in recycling CO2 into fuel, via either biological or industrial (thermal and catalytic) pathways. That only works if you have abundant low-cost, low-emission sources of energy to fuel the endothermic reactions involoved: sunlight for biologicals and nuclear for industrial CO2-to-fuel processes?
Ed Reid said:
Geoff,
Data are. Once adjusted, in-filled, folded, bent, spindled and mutilated, they are no longer data. Arguably, they are "undata".
The statistics are fine , if the error is random. However, the location of a growing percentage of active measuring stations at airports, or on or near buildings, introduces systematic error,
Geoffrey Styles said:
Ed,
I'd like to see more transparency and discussion about how temperature data are processed. The assumptions and updates being made about how to fill in the blanks, e.g. where there aren't enough weather stations for good coverage and for accounting for changes in the location and surrounding of weather stations, are potentially large enough to affect the outcome of the daunting task of coming up with a consistently reliable picture of the global temperature profile. Absolute accuracy seems secondary to consistency in this regard, because it's the trend that's important.
Ed Reid said:
Geoff,
Data are. Once adjusted, in-filled, folded, bent, spindled and mutilated, they are no longer data. Arguably, they are "undata".
The statistics are fine , if the error is random. However, the location of a growing percentage of active measuring stations at airports, or on or near buildings, introduces systematic error,
Geoffrey Styles said:
Karen,
Absolutely, though I'd like to see the specific math on how that turns measurements accurate to no better than +/- 0.2° into results expressed to +/-0.01°. And that's without even factoring in that in many cases the inputs are not the raw temperature measurements, but the results of a variety of adustments, at least some of which could be introducing systematic error.
KarenStreet said:
Geoff, Generally for independent measurements, the error of the data set is less than the error of each data point.
Eg, see http://teacher.pas.rochester.edu/PHY_LABS/AppendixB/AppendixB.html
From another person driven crazy by too many digits precision.
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Scott Edward Anderson is a consultant, blogger, and media commentator who blogs at The Green Skeptic. More »
Marc Gunther is a writer, speaker and consultant, who focuses on business and the environment. More »
Christine Hertzog is a consultant, author, and a professional explainer focused on Smart Grid. More »
Jesse Jenkins is the director of energy and climate policy at the Breakthrough Institute. More »
Robert Rapier works in the energy industry and writes and speaks about energy and the environment. More »
Geoffrey Styles is Managing Director of GSW Strategy Group, LLC and an award-winning blogger. More »
Dan Yurman is a nuclear energy blogger and writes regularly for Fuel Cycle Week. More »
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