By Dr. Roy Spencer, PhD (reprinted from his blog with permission)
UPDATE (12:35 p.m. CDT 19 May 2011): revised corrections of CERES data for El Nino/La Nina effects.
While I have been skeptical of Svensmark’s cosmic ray theory up until now, it looks like the evidence is becoming too strong for me to ignore. The following results will surely be controversial, and the reader should remember that what follows is not peer reviewed, and is only a preliminary estimate.
I’ve made calculations based upon satellite observations of how the global radiative energy balance has varied over the last 10 years (between Solar Max and Solar Min) as a result of variations in cosmic ray activity. The results suggest that the total (direct + indirect) solar forcing is at least 3.5 times stronger than that due to changing solar irradiance alone.
If this is anywhere close to being correct, it supports the claim that the sun has a much larger potential role (and therefore humans a smaller role) in climate change than what the “scientific consensus” states.
BACKGROUND
The single most frequently asked question I get after I give my talks is, “Why didn’t you mention the sun?” I usually answer that I’m skeptical of the “cosmic ray gun” theory of cloud changes controlling climate. But I point out that Svensmark’s theory of natural cloud variations causing climate change is actually pretty close to what I preach — only the mechanism causing the cloud change is different.
Then, I found last year’s paper by Laken et al. which was especially interesting since it showed satellite-observed cloud changes following changes in cosmic ray activity. Even though the ISCCP satellite data they used are not exactly state of the art, the study was limited to the mid-latitudes, and the time scales involved were days rather than years, the results gave compelling quantitative evidence of a cosmic ray effect on cloud cover.
With the rapid-fire stream of publications and reports now coming out on the subject, I decided to go back and spend some time analyzing ground-based galactic cosmic ray (GCR) data to see whether there is a connection between GCR variations and variations in the global radiative energy balance between absorbed sunlight and emitted infrared energy, taken from the NASA CERES radiative budget instruments on the Terra satellite, available since March 2000.
After all, that is ultimately what we are interested in: How do various forcings affect the radiative energy budget of the Earth? The results, I must admit, are enough for me to now place at least one foot solidly in the cosmic ray theory camp.
THE DATA
The nice thing about using CERES Earth radiative budget data is that we can get a quantitative estimate in Watts per sq. meter for the radiative forcing due to cosmic ray changes. This is the language the climate modelers speak, since these radiative forcings (externally imposed global energy imbalances) can be used to help calculate global temperature changes in the ocean & atmosphere based upon simple energy conservation. They can then also be compared to the estimates of forcing from increasing carbon dioxide, currently the most fashionable cause of climate change.
From the global radiative budget measurements we also get to see if there is a change in high clouds (inferred from the outgoing infrared measurements) as well as low clouds (inferred from reflected shortwave [visible sunlight] measurements) associated with cosmic ray activity.
I will use only the ground-based cosmic ray data from Moscow, since it is the first station I found which includes a complete monthly archive for the same period we have global radiative energy budget data from CERES (March 2000 through June 2010). I’m sure there are other stations, too…all of this is preliminary anyway. Me sifting through the myriad solar-terrestrial datasets is just as confusing to me as most of you sifting through the various climate datasets that I’m reasonably comfortable with.
THE RESULTS
The following plot (black curve) shows the monthly GCR data from Moscow for this period, as well as a detrended version with 1-2-1 averaging (red curve) to match the smoothing I will use in the CERES measurements to reduce noise.
Detrending the data isolates the month-to-month and year-to-year variability as the signal to match, since trends (or a lack of trends) in the global radiative budget data can be caused by a combination of many things. (Linear trends are worthless for statistically inferring cause-and-effect; but getting a match between wiggles in two datasets is much less likely to be due to random chance.)
The monthly cosmic ray data at Moscow will be compared to global monthly anomalies the NASA Terra satellite CERES (SSF 2.5 dataset) radiative flux data,
which shows the variations in global average reflected sunlight (SW), emitted infrared (LW), and Net (which is the estimated imbalances in total absorbed energy by the climate system, after adjustment for variations in total solar irradiance, TSI). Note I have plotted the variations in the negative of Net, which is approximately equal to variations in (LW+SW)
Then, since the primary source of variability in the CERES data is associated with El Nino and La Nina (ENSO) activity, I subtracted out an estimate of the average ENSO influence using running regressions between running 5-month averages of the Multivariate ENSO Index (MEI) and the CERES fluxes. I used the MEI index along with those regression coefficients in each month to correct the CERES fluxes 4 months later, since that time lag had the strongest correlation.
Finally, I performed regressions at various leads and lags between the GCR time series and the LW, SW, and -Net radiative flux time series, the results of which are shown next.
The yearly average relationships noted in the previous plot come from this relationship in the reflected solar (SW) data,
while the -Net flux (Net is absorbed solar minus emitted infrared, corrected for the change in solar irradiance during the period) results look like this:
It is that last plot that gives us the final estimate of how a change in cosmic ray flux at Moscow is related to changes in Earth’s radiative energy balance.
SUMMARY
What the above three plots show is that for a 1,000 count increase in GCR activity as measured at Moscow (which is somewhat less than the increase between Solar Max and Solar Min), there appears to be:
(1) an increase in reflected sunlight (SW) of 0.64 Watts per sq. meter, probably mostly due to an increase in low cloud cover;
(2) virtually no change in emitted infrared (LW) of +0.02 Watts per sq. meter;
(3) a Net (reflected sunlight plus emitted infrared) effect of 0.55 Watts per sq. meter loss in radiant energy by the global climate system.
WHAT DOES THIS MEAN FOR CLIMATE CHANGE?
Assuming these signatures are anywhere close to being real, what do they mean quantitatively in terms of the potential effect of cosmic ray activity on climate?
Well, just like any other forcing, a resulting temperature change depends not only upon the size of the forcing, but also the sensitivity of the climate system to forcing. But we CAN compare the cosmic ray forcing to OTHER “known” forcings, which could have a huge influence on our understanding of the role of humans in climate change.
For example, if warming observed in the last century is (say) 50% natural and 50% anthropogenic, then this implies the climate system is only one-half as sensitive to our greenhouse gas emissions (or aerosol pollution) than if the warming was 100% anthropogenic in origin (which is pretty close to what we are told the supposed “scientific consensus” is).
First, let’s compare the cosmic ray forcing to the change in total solar irradiance (TSI) during 2000-2010. The orange curve in following plot is the change in direct solar (TSI) forcing between 2000 and 2010, which with the help of Danny Braswell’s analytical skills I backed out from the CERES Net, LW, and SW data. It is the only kind of solar forcing the IPCC (apparently) believes exists, and it is quite weak:
Also shown is the estimated cosmic ray forcing resulting from the month-to-month changes in the original Moscow cosmic ray time series, computed by multiplying those monthly changes by 0.55 Watts per sq. meter per 1,000 cosmic ray counts change.
Finally, I fitted the trend lines to get an estimate of the relative magnitudes of these two sources of forcing: the cosmic ray (indirect) forcing is about 2.8 times that of the solar irradiance (direct) forcing. This means the total (direct + indirect) solar forcing on climate associated with the solar cycle could be 3.8 times that most mainstream climate scientists believe.
One obvious question this begs is whether the lack of recent warming, since about 2004 for the 0-700 meter layer of the ocean, is due to the cosmic ray effect on cloud cover canceling out the warming from increasing carbon dioxide.
If the situation really was that simple (which I doubt it is), this would mean that with Solar Max rapidly approaching, warming should resume in the coming months. Of course, other natural cycles could be in play (my favorite is the Pacific Decadal oscillation), so predicting what will happen next is (in my view) more of an exercise in faith than in science.
In the bigger picture, this is just one more piece of evidence that the IPCC scientists should be investigating, one which suggests a much larger role for Mother Nature in climate change than the IPCC has been willing to admit. And, again I emphasize, the greater the role of Nature in causing past climate change, the smaller the role humans must have had, which could then have a profound impact on future projections of human-caused global warming.
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tallbloke says:
May 23, 2011 at 10:35 am
What other methods of reconstructing changes in the Earth’s magnetic field exist apart from measuring the C14 in semi fossilised trees?
and for Jasper’s sorry Figure 3, no paleointensity is needed. He [or whom he got the data from] just filtered the C14 to remove [the large] variations on a time scale longer than 200 years.
tallbloke says:
May 21, 2011 at 11:46 pm
“3) the cosmic ray intensity has varied the past several thousand years much more than the solar modulation and the climate has not varied with it, e.g. http://www.leif.org/research/CosmicRays-GeoDipole.jpg ”
Graybill tree rings? Blimey Leif you are getting desperate.
[…] It is a reflection of the unbalanced, lopsided and unscientific approach to the study of climate of the institution you reside at.
The knowledge that the Earth’s magnetic field is the really big modulator of GCRs is not new. To wit, the 25-yr old plot I showed. You may consider a suitable moderation of your utterances. Unless, you only said it ‘for fun’.
Leif:
No, it was a simple mistake, I meant GCR flux but was thinking about geomag and my fingers wandered on the keyboard. You know how it happens. I’ll take a read at your links anyway.
Weren’t you saying upthread that it’s not the ring current which modulates GCR’s as they enter Earth’s magnetosphere? What aspect is it, and how strong is that field compared to the current induced by the solar wind buffeting the magnetosphere?
Doesn’t the sun have a large modulating effect on GCR’s before they get anywhere near Earth anyway? That would mean the curve would be biased towards the blue curve Jasper uses regardless of relatively small changes in Earth’s field strength, No?
tallbloke says:
May 23, 2011 at 11:04 am
No, it was a simple mistake, I meant GCR flux but was thinking about geomag and my fingers wandered on the keyboard.
Darn, not even leaning on F5 would have told me that 🙂
Weren’t you saying upthread that it’s not the ring current which modulates GCR’s as they enter Earth’s magnetosphere? What aspect is it, and how strong is that field compared to the current induced by the solar wind buffeting the magnetosphere?
It is not the ring current. It is simply that the Earth’s magnetic field acts as a sort of mass-spectrometer [ http://hyperphysics.phy-astr.gsu.edu/hbase/magnetic/maspec.html ]
The solar wind has nothing to do with this. Beer has a good description of what happens: http://www.scostep.ucar.edu/archives/scostep11_lectures/Beer.pdf and how they correct for it. To repeat: the various graphs that people [e.g. Jasper] trot out do not show the GCR intensity in the atmosphere, but the solar modulation that we infer after subtracting the much larger variation of the real flux. Presumably the real flux is what counts in the GCR hypothesis. There was talk about reputation of scientists at CERN. Perhaps their use of something else than the actual flux will not do much to enhance said reputation.
tallbloke says:
May 23, 2011 at 11:14 am
Doesn’t the sun have a large modulating effect on GCR’s before they get anywhere near Earth anyway?
No, the solar modulation of the 10 GeV GCRs is very small, only a few percent.
That would mean the curve would be biased towards the blue curve Jasper uses regardless of relatively small changes in Earth’s field strength, No?
No, the red curve is the actual observed cosmic ray flux in the atmosphere. And the changes in the Earth’s magnetic field are not ‘relatively small’. They are large, much larger than the small wiggles caused by the Sun. Look again at the old plot: http://www.leif.org/research/CosmicRays-GeoDipole.jpg
tallbloke says:
May 23, 2011 at 11:35 am
Well, I won’t rise to that stinky bait until you’ve answered my previous point:
tallbloke says:
May 23, 2011 at 11:14 am
Doesn’t the sun have a large modulating effect on GCR’s before they get anywhere near Earth anyway?
No, the solar modulation of the 10 GeV GCRs is very small, only a few percent.
That would mean the curve would be biased towards the blue curve Jasper uses regardless of relatively small changes in Earth’s field strength, No?
No, the red curve is the actual observed cosmic ray flux in the atmosphere. And the changes in the Earth’s magnetic field are not ‘relatively small’. They are large, much larger than the small wiggles caused by the Sun. Look again at the old plot: http://www.leif.org/research/CosmicRays-GeoDipole.jpg
Repeating this as you didn’t get it. Can you estimate how many more times I need to say it?
tallbloke says:
May 23, 2011 at 11:14 am
Doesn’t the sun have a large modulating effect on GCR’s before they get anywhere near Earth anyway?
No, the solar modulation of the 10 GeV GCRs is very small, only a few percent.
That would mean the curve would be biased towards the blue curve Jasper uses regardless of relatively small changes in Earth’s field strength, No?
No, the red curve is the actual observed cosmic ray flux in the atmosphere. And the changes in the Earth’s magnetic field are not ‘relatively small’. They are large, much larger than the small wiggles caused by the Sun. Look again at the old plot: http://www.leif.org/research/CosmicRays-GeoDipole.jpg
Leif Svalgaard says:
May 23, 2011 at 11:21 am
tallbloke says:
May 23, 2011 at 11:14 am
Doesn’t the sun have a large modulating effect on GCR’s before they get anywhere near Earth anyway?
No, the solar modulation of the 10 GeV GCRs is very small, only a few percent.
The amount of change in cloud cover required to make the difference between ‘little ace age’ and ‘global! warming!’ is very small, only a few percent, too.
tallbloke says:
May 23, 2011 at 11:38 am
Ah, I see you have. Well, I’m not satisfied with your answer because we’re not talking about the relative size of the wiggles the sun makes on the Earth’s magnetosphere when It comes to the modulation of GCR’s by the Sun before they get anywhere near Earth.
I have said several times that the solar wind and its interaction with the magnetosphere have nothing at all to do with the solar modulation of cosmic rays.
So quit monkeying around and let’s talk straight about this.
I suggest you do.
tallbloke says:
May 23, 2011 at 11:42 am
The amount of change in cloud cover required to make the difference between ‘little ace age’ and ‘global! warming!’ is very small, only a few percent, too.
You don’t get it. The actual observed GCRs in the Earth’s atmosphere is not what people [incl. Jasper] plot and compare with climate. So it doesn’t matter what the change in cloud cover is. It is not caused by the GCRs.
Leif Svalgaard says:
May 23, 2011 at 10:55 am
“It is a reflection of the unbalanced, lopsided and unscientific approach to the study of climate of the institution you reside at.”
You may consider a suitable moderation of your utterances. Unless, you only said it ‘for fun’.
I thought I chose my words regarding Stanford ‘global warming central’ University with precision. But I won’t go into detail, unless you force me. Anyway, it was in retaliation for ‘Svensmarks wild eyed supporters’ so if you moderate your utterances, I’ll follow suit.
tallbloke says:
May 23, 2011 at 11:59 am
Anyway, it was in retaliation for ‘Svensmarks wild eyed supporters’
It would be good if you could stick to the science rather than focusing on retaliation.
Leif Svalgaard says:
May 23, 2011 at 11:21 am
No, the red curve is the actual observed cosmic ray flux in the atmosphere.
Look again at the old plot:
http://www.leif.org/research/CosmicRays-GeoDipole.jpg
Yeah? so who was doing the actual observing in 6000BC Leif? Ugg the caveman?
I know you’ve been digging up old geomagnetic records, but this is stretching credulity a bit far.
Leif Svalgaard says:
May 23, 2011 at 12:08 pm
It would be good if you could stick to the science rather than focusing on retaliation.
It would be good if you could stick to the science, rather than wandering off to drag up old comments.
Now the Solar Magnetic Flux at around earth distance can change by a factor of what? Three? Four? Whereas the Earth’s magnetic field has varied by what in the last 10,000 years according to your proxy?
tallbloke says:
May 23, 2011 at 12:10 pm
Yeah? so who was doing the actual observing in 6000BC Leif? Ugg the caveman?
The Earth [via trees and ice cores] was doing the observing. We are carefully looking at her recordings. The number of 14C atoms in a tree ring 6000 BC is a precise measure of the GCR intensity at that time. You should read some of the material I linked you to. Here is Beer again: http://www.scostep.ucar.edu/archives/scostep11_lectures/Beer.pdf
Apparently Jasper [and you when referring to him] consider the cosmogenic record to be good. Just too bad he doesn’t show the true record.
tallbloke says:
May 23, 2011 at 12:16 pm
Now the Solar Magnetic Flux at around earth distance can change by a factor of what? Three? Four? Whereas the Earth’s magnetic field has varied by what in the last 10,000 years according to your proxy?
The solar magnetic flux at Earth distance is not what modulates the GCRs [the modulation takes place way further out in the Heliosphere]. The modulation of the GCRs is a few percent. The change in the Earth’s magnetic field is a factor of two. Read Beer, will you: http://www.scostep.ucar.edu/archives/scostep11_lectures/Beer.pdf
The Earth and not the Sun is the primary modulator of GCRs.
Leif Svalgaard says:
May 23, 2011 at 11:47 am
tallbloke says:
May 23, 2011 at 11:42 am
The amount of change in cloud cover required to make the difference between ‘little ace age’ and ‘global! warming!’ is very small, only a few percent, too.
You don’t get it. The actual observed GCRs in the Earth’s atmosphere is not what people [incl. Jasper] plot and compare with climate. So it doesn’t matter what the change in cloud cover is. It is not caused by the GCRs.
It’s you who doesn’t get it. The Sun has already modulated the GCR’s before they get to Earth to be modulated a second time (to whatever extent they are).
What voltage energies are the GCR’s represented by your red curve and Graybeards trees Leif? The answer to that will likely have a bearing on why Jasper chose the curve he did. If the amount that Earth’s magnetic field varies by doesn’t matter to 10GeV rays, then your point is moot.
tallbloke says:
May 23, 2011 at 3:22 am
Good man, well done!
Now, I’ve looked at CET many times in different ways, and came to the conclusion that a maritime climate is not the best place to try to resolve solar effects on climate as a whole. This is because when the sun goes into a minimum, you will get a big El Nino soon afterwards, and the warm oceanic air will affect your thermometers strongly.
That’s what you reckon is it? It doesn’t bother you that the Central England region is largely unaffected by ENSO events.
The cold decembers around the early 1790′s reflect back to back la ninas which often occur around solar max, in response to the big el ninos which tend to occur a year or so after solar min.
Hmm.
It’s confusing and apparently counterintuitive until you understand the dynamics of what must be happening in terms of solar energy being mixed down into the ocean. That’s a process which goes on as long as the sun is averaging higher activity than that indicated by around 40SSN. When the sun goes quiet, the process goes into reverse and energy is released from the ocean into the atmosphere. Good job too or we’d all freeze.
The point is that when there has been a run of several short, high amplitude, short minima solar cycles, like the late C20th, the ssn can average over 70 for a long period of time. Lots of energy accumulates in the ocean, as evidenced by the steric component of sea level rise, and rising SST’s. When the sun goes quiet, the atmosphere cools, which enables the ocean to get rid of more heat quicker to space, due to the higher differential. This happens in burps called el nino, but unlike the el ninos Bob Tisdale has been watching for years, where the heated surface water slosh around and re-accumulates in the pacific warm pool, these el ninos will deplete ocean heat content, and over the course of a decade or more, the SST will fall in descending oscillations and the surface air temp will follow suit some months later.
There’s your lag.
Ok – so you have no evidence whatsoever – Thanks.
tallbloke says:
May 23, 2011 at 12:37 pm
It’s you who doesn’t get it. The Sun has already modulated the GCR’s before they get to Earth to be modulated a second time (to whatever extent they are).
The solar modulation of the GCRs at the energies required to reach the lower atmosphere [several GeV] at latitudes other than the polar regions is small [a few percent]. The Earth’s modulation is large, a factor of two [see Beer].
What voltage energies are the GCR’s represented by your red curve and Graybeards trees Leif?
Since the red curve reflects the actual number of 14C atoms created by GCRs and hence energetic enough to penetrate the atmosphere it is the integral over all energies. The average energy [over the Earth] required is of the order of 5 GeV. Varying from 14 GeV at the equator to 1 GeV at 50 degrees latitude.
The answer to that will likely have a bearing on why Jasper chose the curve he did. If the amount that Earth’s magnetic field varies by doesn’t matter to 10GeV rays, then your point is moot.
As you can see it does matter very much.
John Finn says:
May 23, 2011 at 12:55 pm
Ok – so you have no evidence whatsoever
Lol. well, apart from the steric component of sea level rise which only solar energy accounts for, the same thing happening in 1890-1915, the empirical determination of the ocean equilibrium value…. lots.
It was such a pleasure as always, John.
HAND
Leif Svalgaard says:
May 23, 2011 at 12:57 pm
The solar modulation of the GCRs at the energies required to reach the lower atmosphere [several GeV] at latitudes other than the polar regions is small [a few percent]. The Earth’s modulation is large, a factor of two [see Beer].
But slowly evolving, during which time, other linked factors may be in play which compensate.
Since the red curve reflects the actual number of 14C atoms created by GCRs and hence energetic enough to penetrate the atmosphere it is the integral over all energies. The average energy [over the Earth] required is of the order of 5 GeV. Varying from 14 GeV at the equator to 1 GeV at 50 degrees latitude.
Informative, thanks.
As you can see it does matter very much.
Well, perhaps we’ll know more about how much it matters as the experiments continue and report. Once we know more how the small aerosols already being generated at CERN become big enough to make cloud condensation nuclei, we’ll be better able to judge. Thanks for your links and time as always. I’ll take some time out to do more reading.
This entire issue can be resolved if ozone quantities above 45km continue to increase at a time of quiet sun thus reversing the sign of the expected solar effect on the middle layers of the atmosphere and resulting in both warming of the mesosphere and stratosphere leading to more negative polar vortices, more meridional/equatorward jets more clouds and a higher global albedo.
Jo Haigh has produced figures up to 2007. What has happened since ?
Stephen Wilde says:
May 23, 2011 at 1:48 pm
Jo Haigh has produced figures up to 2007. What has happened since ?
http://www.atmos-chem-phys-discuss.net/10/14583/2010/acpd-10-14583-2010.pdf
Leif, how is this data obtained?
http://www.leif.org/research/Cosmic-Ray-Modulation-Energy.png