What Do We Really Know About Climate Change?

A Guest Post by Basil Copeland

Like many of Anthony’s readers here on WUWT, I’ve been riveted by all the revelations and ongoing discussion and analysis of the CRUtape Letters™ (with appropriate props to WUWT’s “ctm”). It might be hard to imagine that anyone could add to what has already been said, but I am going to try. It might also come as a surprise, to those who reckon me for a skeptic, that I do not think that anything was revealed that suggests that the global temperature data set maintained by CRU was irreparably damaged by these revelations. We’ve known all along that the data may be biased by poor siting issues, handling of station dropout, or inadequate treatment of UHI effects. But nothing was revealed that suggests that the global temperature data sets are completely bogus, or unreliable.

I will return to the figure at the top of this post below, but I want to introduce another figure to illustrate the previous assertion:

This figure plots smoothed seasonal differences (year to year differences in monthly anomalies) for the four major global temperature data sets: HadCRUT, GISS, UAH and RSS. With the exception of the starting months of the satellite era (UAH and RSS), and to a lesser degree the starting months of GISS, there is remarkable agreement between the four data sets – where they overlap – especially with respect to the cyclical pattern of natural climate variation. This coherence gives me confidence that while there may be problems with the land-sea data sets, they accurately reflect the general course of natural climate variation over the period for which we have instrumental data. While we need to continue to insist upon open access to the data and methods used to chronicle global and regional climate variation, and refine the process to remove the biases which may be present from trying to make the data fit the narrative of CO2 induced global warming, it would be wrong to conclude that the “CRUtape Letters” prove that global warming does not exist. That has never really been the issue. The issue has been the extent of warming (have the data been distorted in a way that would overstate the degree of warming?), the extent to which it is the result of natural climate variation (as opposed to human influences), and the extent to which it owes to human influences other than the burning of fossil fuels (such as land use/land cover changes, urban heat islands, etc.). And flowing from this, the issue has been whether we really know enough to justify the kind of massive government programs said to be necessary to forestall climate catastrophe.

Figure 2 plots the composite smooth against the backdrop of the monthly seasonal differences of the four global temperature data sets:

Many readers may recognize the familiar episodes of warming and cooling associated with ENSO and volcanic activity in the preceding figure. With a little more smoothing, we get a pattern like that depicted in Figure 3, which other readers may notice looks a lot like the cycles that Anthony and I have attributed to lunar and solar influences (they are the same):

In either case, the thing to note is that over time climate goes through repetitive episodes of warming and cooling. You have to look closely on Figures 2 and 3 – it is much clearer in Figure 1 – but episodes of warming exist when the smooth is above zero, and cooling episodes exist when the smooth is below zero. Remember, by design, the smooth is not a plot of the temperature itself, but of the trend in the temperature, i.e. the year to year change in monthly temperatures. The intent is to demonstrate and delineate the range of natural climate variation in global temperatures. It shows, in effect, the trend in the trend – up and down over time, with natural regularity, while perhaps also trending generally upward over time.

Which brings us to Figure 1. Here we are focusing in on the last 30 years, and a forecast to 2050 derived by a simple linear regression through the (composite) smooth of Figure 3. (Standard errors have been adjusted for serial correlation.) There has been an upward trend in the global temperature trend, and when this is projected out to 2050, the average is 0.114°C per decade ± 0.440°C per decade. Yes, you read that right: ± 0.440°C per decade. Broad enough to include both the worst imaginations of the IPCC and the CRU crowd, as well as negative growth rates, i.e. global cooling. Because if the truth be told, natural climate variation is so – well, variable – that no one can say with any kind of certainty what the future holds with respect to climate change. Be skeptical of any statistical claims to the contrary.

I think we can say, however, with reasonable certainty, that earth’s climate will remain variable, and that this will frustrate the effort to blame climate change on CO2 induced AGW. Noted on the image at the top of this post is a quote from Kevin Trenberth from the CRUtape Letters™: “The fact is that we cannot account for the lack of warmth at the moment, and it is a travesty that we can’t.” Trenberth betrays a subtle bias here – he cannot acknowledge the recent period of global cooling. It is, rather, “a lack of warmth.” But he is right that it is a “travesty” that we cannot fully account for the ebb and flow of earth’s energy balance, and ultimately, climate change. I think Trenberth just sees it as a lack of monitoring methods or devices. But I think there still remains a considerable lack of knowledge, or understanding, about the mechanics of natural climate variation. If you look carefully at Figure 1, you will notice that there seem to be upper and lower limits to the range of natural climate variability. On the scale depicted in Figure 1 (the scale is different with other degrees of smoothing), when warming reaches a limit of approximately 0.08-0.10°C per year, the warming slows down, and eventually a period of cooling takes place, always with the space of just a few years. Homeostasis, anyone? While phenomenon like ENSO are the effect of this regularity in natural climate variation, they are not the cause of it.

In my opinion, what is the real travesty of the global warming ideology is the hijacking of climate science in the service of a research agenda that has prevented science from investigating the full range of natural climate variation, because that would be an inconvenient truth. We see this, quite clearly, in the CRUtape Letters™ where the Medieval Warm Period is just “putative,” and a rather inconvenient truth that needs to be suppressed. Or the “1940’s blip” that implies that global temperatures increased just as rapidly in the early part of the 20th Century, as they did at the end of the 20th Century, an inconvenient truth at odds with the narrative preferred by the IPCC.

It is a truism that “climate varies on all time scales.” With respect to the variability demonstrated here, I’m convinced that someday it will be acknowledged that variability on this scale is dominated by lunar and solar influences. On longer scales, such as the ebb and flow from the Medieval Warm Period, through the Little Ice Age, and now into the “Modern Warm Period,” I do not think climate science yet has any real understanding of the underlying causes of such climate change. If we are, as seems possible, on the verge of a Dalton or Maunder type minimum in solar activity, we may eventually have an answer to whether solar activity can account for centennial scale changes in earth’s climate. And I do think it is reasonable to conclude, at the margin, that human activity has had some influence. It is hard to imagine population growing from one to six billion over the past one and a half centuries without some effect. Most likely, the effect is on local and regional scales, but this might add up to a discernible impact on global temperature. But until all of the forces that determine the full range of natural climate variability are understood better than they are now, there is no scientific justification for the massive overhaul of economic and government structures being promoted under the guise of climate change, or global warming.

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Doc_Navy
December 1, 2009 8:19 am

Re: Icarus.
Normally I’d say something to the effect of,
“This is why I dispair trying to explain things to Alarmists. No matter how many facts and errors in logic you show them, they never budge, and just move on to the next talking point.”
BUT, that is exactly the kind of BS excuse the Alarmists toss at Sceptics in order to not have to deal with us over at RC.
To wit, keep shredding him till he bleeds.
Doc

P Wilson
December 1, 2009 8:25 am

addendum: neverthless the 30 year cooling trend, followed by a warming trend still correlate with PDO’s..

Basil
Editor
December 1, 2009 8:25 am

Hugo M (13:16:03) :
Is it really statistically sound to regress against a smoothed composite? Isn’t this method falling short of Rahmsmoothing, as the projected steepness depends on filter width and a arbitrarily choosen starting point? How do you calculate error bounds for this projection?
A lot of this goes away by using differences, rather than the raw data. A linear trend through the smooths of the differences — any of them — has exactly the same slope as a linear trend through the unsmoothed differences. The error bands would be dramatically higher if we used the unsmoothed data. Is that where you really want to go with this? In my estimation, the error bands are appropriate for what they purport to depict. You can see this, I think, just eyeballing the data. Visualize the undulating blue line in the figure at the top of the post continuing out through the forecast period. Most of the time, it will stay within the error bars. Occasionally, it will not. If we were plotting error bars around a projection based upon the unsmoothed data shown in the figure, they’d be several times greater.

Basil
Editor
December 1, 2009 8:27 am

lgl (13:17:35) :
Calm down, he is showing the “year to year differences in monthly anomalies”, not the anomaly. Why not discuss the interesting periodicity instead.

Yea. Somebody who gets it.

JonesII
December 1, 2009 8:34 am

Zeke the Sneak (12:42:36) : Perhaps historians could teach us when science and politics were formally introduced each other and what happened afterwards…
Kind of a love story..

Basil
Editor
December 1, 2009 8:38 am

George E. Smith (13:20:07) :
Basil’s fig 1 of smoothed seasonal differences does seem to show very good agreement of the TIMING of the major seasonal shifts; but the amplitudes aren’t nearly so good as to agreement.
Good eyes, George. I suspect if we dug deeper, we’d find some other curiosities in the disagreements in the amplitudes. For example, there appears to be a tendency for the amplitudes of HadCRUT to exceed GISS in earlier decades, and then for GISS to exceed HadCRUT in later decades. I wonder what could that mean about GISS? (/snark)

P Wilson
December 1, 2009 8:40 am

Basil (07:42:19)
Can I say that I agree with your final paragraph. That it isn’t known, and furthermore that radiative physics is too simplistic to give answers to a complex thing as nature. However, what is known is what can be studied in a laboratory, and in this respect, c02 comes off poorly. It does absorb radiation but at such miniscule and finite energy levels well away from the surface of earth, where it is supposed to matter the most that the conclusion is forced: Its probable that all co2 has no effect on temperature swings.
Its forgotten that most heat stays in the atmosphere due to oxygen and nitrogen, and that little escapes by radiation – mainly by convection and evaporation. Heat tends to stay where it is located if it can, and that would be the case if there were no c02.

Basil
Editor
December 1, 2009 8:46 am

E.M.Smith (13:56:07) :
edward (13:04:21) :
Icarus
The increase in temperatures as measured by Hadcrut is denoted as an anomaly compared to the 1950-1980 time period. Who decided that temperatures during the 1950-1980 time period were normal? Why a 30 year time span and why not 50-100 years and based on what criteria would you determine what time period to use?
It is a ‘cherry pick’ in the middle of a cold period. Plot any of a large number of long lived sites and it stands out. TonyB has a nice series that shows it well.

The HadCRUT normal is 1961-1990. There is a discussion of this in the CRU crew emails. They justify this as the last official WMO climate normal period, which is true. But they also note that many nations have updated their normals for 1971-2000 (including the US).
I don’t lose a lot of sleep over this. It is only an issue for the PR value of various anomaly calculations. Interesting enough, in the method I’m using, the base period doesn’t matter at all, and the data “line up” between the various data sets without having to standardize their baseline periods.

tallbloke
December 1, 2009 9:01 am

Icarus (03:02:18) :
Tenuc (21:56:27):
…even tiny changes to the amount of energy the Earth gains or loses will have effects far into the future.
Isn’t that precisely why climate scientists are predicting substantial changes in the Earth’s climate from a forcing of just a few W/m² caused by greenhouse gases, land use changes etc? According to the latest IPCC report the net anthropogenic forcing is 1.6W/m² –
http://www.ipcc.ch/graphics/syr/fig2-4.jpg
The normal solar variance (the difference between solar minimum and solar maximum in the regular 11-year cycle) gives a change in total solar irradiance of around 0.2W/m² and that is thought to result in about 0.1°C fluctuation in global average temperature . If we have an anthropogenic forcing of 8 times more than the normal solar cycle, it’s inevitably going to have a substantial effect, and that’s only with current levels of greenhouse gases, let alone projected levels in the future – good reason for concern, yes?

Between 1993 and 2003 the steric sea level, according to the satellite measurements and IPCC estimates, increased in surface height by an amount which would have required around 14X10^23J of heat to happen. This is equivalent to a 4W/m^2 forcing. However the SST only rose 0.3C, so your figures are way out. Morover, there’s only one place where that energy could have come from, because back radiation from the atmosphere doesn’t penetrate the ocean. It was from the sun, through a lowered cloud cover.
Get thee to a library, and read some science in addition to greek myth.

P Wilson
December 1, 2009 9:22 am

Icarus says
“If we have an anthropogenic forcing of 8 times more than the normal solar cycle, it’s inevitably going to have a substantial effect, and that’s only with current levels of greenhouse gases, let alone projected levels in the future – good reason for concern, yes?”
If that were the case then maybe. However, c02 doesn’t have these radiative properties or anything near it. Its absorbtion is13.5-16 microns, which, of course, it converts into heat to re-emit in areas of subzero temperatures found in the mid-upper troposphere. However, most radiation still escapes c02 even here, as it is uniformly distributed and emits in three dimensions, meaning that it doesn’t add heat to the system. GHG’s don’t actually create new radiation, although the planet surface cools by longwave radiation below the frequencies of ghg’s, so ghg’s don’t actually slow the rate of cooling.

Dirk
December 1, 2009 9:29 am

Basil,
Sorry if I’m kinda slow, but what do you mean by “seasonal differences”? I assume you mean monthly difference in measured temp. vs. some value- what is that value? The year before, as someone said? The average of some time period- what time period? Or a baseline year?
If you’re using the previous year or a moving average of years, then warming could be happening and your graph would just minimize its appearance, true?
Again, I don’t doubt that the data is suspect, I don’t doubt that AGW proponents are overstating their case (the science is no way settled), I don’t doubt that there are people trying to use AGW to forward policy that can’t be as readily moved forward without AGW- BUT- we don’t have to call things “chaos” and leave it at that. We can agree on reality- it takes some work- and we can agree on sampling error and bias- it takes some work- and climate science is worth putting money into because if the world warms and seas rise and flood tourist areas and destroy agriculture, whether it be CO2 or sunspots or an asteroid- we need to try to know this and adapt to it rather than just ask our priests and medicine men to get busy interceding for us (well, perhaps a little of that too).
Thanks for answering my question, but if you could just clarify what “seasonal difference” means, I’d appreciate it- I’m trying to know what I know so I can help other people know it, too.

Dirk
December 1, 2009 9:34 am

Tallbloke,
Isn’t the earth shrinking (as it’s interior cools and contracts from Al Gores “millions of degrees”, lol?). Seriously, if the earth’s interior is cooling (simple thermodynamics), and thus shrinking (since it’s not ice), then wouldn’t the seas rise without an iota of water expansion/glacier melt?
It seems this should be qualitatively obvious, has anyone modelled this effect quantitatively?

Icarus
December 1, 2009 10:11 am

P Wilson (09:22:42):
…c02 doesn’t have these radiative properties or anything near it. Its absorbtion is13.5-16 microns, which, of course, it converts into heat to re-emit in areas of subzero temperatures found in the mid-upper troposphere. However, most radiation still escapes c02 even here, as it is uniformly distributed and emits in three dimensions, meaning that it doesn’t add heat to the system. GHG’s don’t actually create new radiation, although the planet surface cools by longwave radiation below the frequencies of ghg’s, so ghg’s don’t actually slow the rate of cooling.

I’m not sure what you mean by “…don’t actually slow the rate of cooling”. Surely the main property of the so-called greenhouse gases is that they reduce longwave radiation to space, which is essentially the only way that the planet loses heat… isn’t that right? Longwave radiation is reduced and the planet heats up until longwave radiation once again balances incoming shortwave radiation at equilibrium. That’s how the greenhouse effect works.
Direct observations of the outgoing longwave radiation from Earth, as measured by satellites, confirms a reduction that is consistent with predicted changes from increases in greenhouse gases –
http://www.nature.com/nature/journal/v410/n6826/abs/410355a0.html

Judge
December 1, 2009 10:21 am

Icarus, try the graph for 2002 – 2010, what does that show you (clue – the linear trend is -ve)
http://www.woodfortrees.org/plot/hadcrut3gl/from:2002/to:2010/plot/hadcrut3gl/from:2002/to:2010/trend

tallbloke
December 1, 2009 10:43 am

Dirk (09:34:13) :
Tallbloke,
Isn’t the earth shrinking (as it’s interior cools and contracts from Al Gores “millions of degrees”, lol?). Seriously, if the earth’s interior is cooling (simple thermodynamics), and thus shrinking (since it’s not ice), then wouldn’t the seas rise without an iota of water expansion/glacier melt?
It seems this should be qualitatively obvious, has anyone modelled this effect quantitatively?

Interesting question, but I don’t think so. For one thing, the satellites can very accurtely measure earth’s diameter, and would notice the effect if it existed. Another thing is that the crust and oceans insulate the core of Earth well, so the proportion of heat escaping is small. That’s not to say considerable amounts of heat don’t get into the ocean through the thin subsea crust and through mid ocean cracks.
Another thing to consider is the heat generated by the flexing the Earth is subjected to by the moon. One of the moons of jupiter has volcanos despite thick surface ice all over it due to gravitational forces. However, it’s much smaller and it caught in a resonance with one of the other moons.
I wish someone would model these things, it might help with finding answers to questions about why the global temperature fluctuates in rhythm with changes in length of day (caused mainly by subcrustal current changes).

tallbloke
December 1, 2009 10:50 am

P Wilson (09:22:42):
Direct observations of the outgoing longwave radiation from Earth, as measured by satellites, confirms a reduction that is consistent with predicted changes from increases in greenhouse gases –
http://www.nature.com/nature/journal/v410/n6826/abs/410355a0.html

That abstract talks about the spectra of GHG’s and their increase, not a reduction in outgoing LW, which has actually increased quite a lot in the last 9 years.

P Wilson
December 1, 2009 11:11 am

In fact the data shows an increase of radiation leaving than a predicted reduction. (as measured by satellites)
This was the basis of Lindzen’s & Choi’s paper: ghg’s do not block radiation
http://www.nsstc.uah.edu/data/msu/t4/tlsglhmam_5.1

Basil
Editor
December 1, 2009 11:17 am

Joe (14:00:45) :
The IPCC report has 0.13+/-.03 deg C trend over the last 50 years. So the only significant difference between this post and the IPCC report is in the standard error. Any plans to post: 1) the smoothing method used and 2) how exactly the standard error was calculated?

I’ve already addressed the smoothing method. As for the standard error, I’ve discussed this too, but since the difference is not always appreciated, my standard error is for a prediction,, not for the mean of the data period. The standard error of the estimate (or prediction) for your IPCC number is probably several times the 0.03 figure you present. A simple linear regression through the HadCRUT data, since 1950 (which should correspond closely to the IPCC number) has a standard error of the estimate of about 0.15. So multiply that by 1.96 for a prediction interval, and it is ±~0.3, abut 10x your 0.03. Since the latest HadCRUT is about 0.44, we get a prediction interval of about .14 to 0.74 (for the near term — it goes up, and gets wider, as we move out into the future).
Well, that doesn’t include zero, like mine does. But then I’ve included the satellite data as well. So, for instance, a simple linear fit through RSS gives a standard error of the estimate of about 0.17, say ±~0.33. And with the latest RSS anomaly being 0.28, we’re now getting a prediction interval that includes zero.
And there are other differences. But the key one to understanding the width of my error bars is to understand that it is based on a prediction interval, it is not the standard error of the mean.
And for what I’m interested in — delineating the range of natural climate variation — I think that is the more relevant way to express the error. What difference does the mean make, anyway? Climate hardly ever falls on the trend line. It is routinely above it, or below it, which is what I’m trying to show. And understanding why that is so is important. If climate science cannot explain the range of natural climate variation, it has no business dictating to people how we ought to radically transform our lives.

P Wilson
December 1, 2009 11:21 am

Icarus (10:11:22)
Thats a beginner’s guide but a very misleading one. Radiation from earth itself is fairly minor, except for oceans which expel a lot of heat, vapour and c02. Heat loss means cooling although ghg’s constantly emit and re-emit radiation in a trillionth of a second in 3 dimensions, until thermalisation occurs (warm air cools on rising). Most heat in the atmosphere leaves through evaporation and convection – mainly convection, which is a slower process than longwave radiated heat leaving the planet. The portion intercepted by c02 is less than 8% total, due solely to its wavelengths. Water vapour is both more variable, more considerable and over three times the bandwidth, many of which do coincide with outgoing radiation, although c02’s ability to capture is fixed by its wavelength and not its quantity – in terms of quantity then sure, you need 100ppm to catch all heat available to it. On average, radiation from earth leaves at 15 microns, varying eitherside according to season, tropics, and equator. C02 interference with heat is quite rare in the scheme of the climate.

Paul Vaughan
December 1, 2009 11:23 am

Re: M. Simon (05:54:42) & Tenuc (05:55:00)
We’re not talking about an unbounded system. Furthermore, poorly-understood outside factors shake the whole system. I don’t do predictions, but I am telling you bluntly: It’s nonrandom (& it’s not just messy chaos either). Randomness & chaos play a role at some spatiotemporal scales over some spatiotemporal regions.
The alarmists would love it if we all bought the assumption that all that is left is randomness, chaos, & CO2.
Thank you for providing an opportunity to get the message out.

Tenuc
December 1, 2009 11:25 am

Icarus (03:02:18) :
[“Tenuc (21:56:27):
…even tiny changes to the amount of energy the Earth gains or loses will have effects far into the future…”]
“Isn’t that precisely why climate scientists are predicting substantial changes in the Earth’s climate from a forcing of just a few W/m² caused by greenhouse gases, land use changes etc? According to the latest IPCC report the net anthropogenic forcing is 1.6W/m² –
http://www.ipcc.ch/graphics/syr/fig2-4.jpg
The normal solar variance (the difference between solar minimum and solar maximum in the regular 11-year cycle) gives a change in total solar irradiance of around 0.2W/m² and that is thought to result in about 0.1°C fluctuation in global average temperature . If we have an anthropogenic forcing of 8 times more than the normal solar cycle, it’s inevitably going to have a substantial effect, and that’s only with current levels of greenhouse gases, let alone projected levels in the future – good reason for concern, yes?”
Reply: No need to be concerned, Icarus, as CO2 in the atmosphere does not behave as the AGW hypothesis predicts. The radiative balance is another myth as most of the heat transport is done by convection currents and by the wind carrying the warm air from equator to poles via Hadley cells, where it is ultimately radiated from the pole. Tropical storms, hurricanes ahd other high energy turbulent events also act as a safety valve should the atmosphere begin to over-heat. The recent climate cooling has meant that both 2008 and 2009 were way below initial projections and
I think these heat transport systems are one of the reasons that the upper atmosphere ‘hot spot’ projected by the IPCC climate models has not been found observationally. Interestingly enough, these hot spots can be seen at the Poles from time to time.
Our chaotic climate is a well balanced system and, as history proves, maintains the Earth at habitable temperatures for long periods of time. This why even if we quadrupled CO2 levels there would be no run-away warming.

Basil
Editor
December 1, 2009 11:25 am

avfuktare med kontrollerad ventilation vind – vindsavfuktare (14:09:51) :
Re Jon C,
Mr Copelands is a difference between each successive year (i.e. 1980-1979, 1981-1980 and so forth). It is used to clarify the pattern of variation (up and downs, repeatedly). Icaros plot is the adjusted data as it is.

Someone else who understands. 😉

Basil
Editor
December 1, 2009 11:29 am

Mike Jonas (15:06:39) :
So many questions, so little time. Do not get me wrong. The questions are good questions. I just don’t have the time right now to do the data analysis required to answer them. Perhaps you could?

Paul Vaughan
December 1, 2009 11:33 am

Steve M. (07:14:18) “Why is it Standard deviation is never talked about with global temperatures?”
In order to render it (as well as other measures) a non-misleading measure, one needs to report on the variation of standard deviation as a function of spatiotemporal scale & region.

P Wilson
December 1, 2009 11:34 am

another note: Where c02 is at its most active: at subzero temperatures in the -double C range, there is no physical mechanism by which cascading cold can come back to earth to create warmer surface temperatures. They call it a cascade, or invented it as such since they’re aware that heat in the atmosphere isn’t dependent on c02, which is always constant with its absorbtion. If it were not constant and depedent on quantity,they’d have invented an avalanche model. The cascade model, though demonstrably a theory, assumes a constant heat in the atmosphere. ie: a constant amount of heat cascades down. c02 molecules are rare enough in the atmosphere so as not to collide into each other when they are vibrating. There’s 3,000 other molecules for a c02 molecule in a given volume of air.