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 The following results will surely be controversial, and the reader should remember that what follows is not peer reviewed, and is only a preliminary estimate.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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R. Gates says:
May 20, 2011 at 4:36 pm
Quantify what you are talking about:
The real divide comes down to those who are convinced that the science is robust enough to strongly suggest that the 40% increase in co2 and large increases in other GH gases since about 1750 is large enough to change the climate in a significant way
A 40% increase in a trace gas measured in a few hundreds of parts per million is still a trace gas as far as Earth’s atmosphere goes.
Let me know when we are talking about significant amounts of CO2, like 10,000 parts per million or more. At present, the change from .025% to .04% is still trace amounts.
Further, CO2 is known in industry to directly displace oxygen, so if you had a 21% O2 content previously, that O2 content is now 20.85%.
Gates,
GCMs are not evidence, and there is no empirical evidence that anthrogenic (sic) emissions are causing Arctic ice cover to decline. If CO2 was the cause the exact same thing would be happening in the Antarctic.
The natural, cyclical decline in Arctic ice has happened before, and it will happen again. It is coincidental with the rise of a very minor trace gas. Every other CO2=CAGW prediction has failed.
Arctic ice is currently declining, and you believe it is due to CO2, which comprises only 0.00039 of the atmosphere. Jehovah’s Witnesses believe that only a small handful of humanity are not going straight to hell. I’m not going to change their minds, nor yours.
Marcoinpanama said @ur momisugly May 20, 2011 at 3:53 pm
“So I just went to Amazon to download a copy of Chilling Stars for my iPad, because hey, we live in Panama and don’t need to ship dead trees to add yet more to GW.”
So purchase a 2nd hand copy. I managed that in Tasmania and we are even further away from “civilisation” than Panama 🙂
ATTN: R. Gates
RE: Cyroconite
See the article “Melt Zone” in June issue of Nat Geo which explains how the mineral dust cryoconite greatly accelerates the melting the ice in Greenland and the Arctic.
Dr. Spencer,
You have here back-of-envelope science …. but it is pretty compelling. Like you, I was a GCR skeptic, but certainly there appears to be more and more EXPERIMENTAL and OBSERVATIONAL data to support a strong GCR amplification of TSI upon the Earth’s “temperature”.
Enter Leif??????
What will be the AGWers’ reply? Probably denial of publication, denialof funding, denial of results.
Who, pray tell, are the deniers here?
vukcevic wrote (May 20, 2011 at 3:05 pm):
“R=0.6 and R=0.64 is quoted in the graphs above. I would expect Dr. Spencer to quote more customary R^2, but this for above values would give much lower and disappointing R^2 =0.36 and R^0.41, which would be considered ‘not worth the bother’.”
According to conventional mainstream wisdom, significance is assessed not by r^2 but rather by the p-value. Say you get p<.05, then you would conclude that 36% or 41% of the variation is associated with (some might try to say caused by) whatever. That's a LOT — certainly not something you'd want to ignore. Of course the problem is that the assumptions underpinning the models are so often patently untenable for the variables we usually discuss at WUWT (which brings p-values & confidence intervals into question).
Since the 11 year pattern is semi-annual and Earth is N-S asymmetrical, a whole-globe approach doesn’t seem to be the best way to go, but it can probably be a place to start a needed discussion. Also, I certainly wouldn’t assume multidecadal terrestrial variations to be independent of solar cycle acceleration.
a.m.r. says:
May 20, 2011 at 4:25 pm
So Dr. Svalgaard is correct about the presence of glitches (and not just for the Moscow monitor), but he is too hasty to dismiss Dr. Spencer’s analysis, since no glitches or jumps appear to be present in the data used by Dr. Spencer.
I’m not dismissing anything, just pointing out that Moscow in general is not so good. Neither is Oulu, BTW. If I have some criticism then it would be that the cosmic ray data should not be detrended as Svensmark’s hypothesis works with the actual count of the particles. Twice as many, gives twice as many ions, etc.
R. Gates says:
May 20, 2011 at 11:41 am
As the Arctic is the place to look for the early signs of AGW, the the fact that the Arctic continues warmer than it’s long term average and the sea ice is still in a long-term downtrend all corraborate the fact that generally the global climate models are correct about the influence of anthropogenic GHG’s, and the addition of the GCR/cloud connect will add only a minor modulation of the general trend to higher global temps over the coming decades due to anthropogenic GHG’s.
=============================
Blah blah blah.
Anybody can make their **** not have a stink by couching it with the right words.
And if you look at R’s comments on the “global climate models”….you would see that his pronouncement of the same just a year ago….was the “AGW models.”
Disqualified!
Chris
Norfolk, VA, USA
I’m wondering how the pro-AGW scientists such as Gavin Schmidt will view these findings ? Will comprehensive research, supported by real world evidence be met with denial ?
If so, how would one descibe such a person ?
R. Gates says:
Then about any time now the arctic sea ice should be returning to it’s long-term average…something it has not seen since 2004, and the permafrost should begin to freeze up again. The dramatic changes being seen across the arctic would say that you are quite wrong, and that there is plenty of evidence to suggest that the GCM’s are correct in showing that anthrogenic GHG’s are affecting climate.
===================
What “long-term average”?
And re: “since 2004″….based upon what goalposts???
Beginning 1979????
OMG….the LONG TERM AVERAGE since the 1970s.
OK so let me rephrase this question: In any semblance of a geological time scale, WHAT “long term average”???
Thought so.
Chris
Norfolk, VA, USA
R. Gates says:
May 20, 2011 at 4:36 pm
The real divide comes down to those who are convinced that the science is robust enough to strongly suggest that the 40% increase in co2 and large increases in other GH gases since about 1750 is large enough to change the climate in a significant way.
===========================
No.
The real divide comes down to those who are delusional either from junk science or cognitive dissonance…as opposed to those who work at no cost, to find the truth.
You can’t have it both ways….and the truth hurts.
Don’t create any fake or false divides, R.
Those divides only exist in your (and others like you) catastrophically inflexible and hardwired CAGW brain…nowhere else.
Chris
Norfolk, VA, USA
Smokey
“If CO2 was the cause the exact same thing would be happening in the Antarctic.”
there is one nice difference between the arctic and antarctic. What’s underneath the ice in the arctic?
In a warming world ( WHATEVER THE CAUSE) you would not suspect the EXACT same thing to happen in at both poles.
Smokey
“Arctic ice is currently declining, and you believe it is due to CO2, which comprises only 0.00039 of the atmosphere.”
ask what percentage of the atmosphere is GCRs.. really really tiny.
how could the change in the really really tiny pcentage of GCR have any effect.
Please stop with the trace gas argument, ESPECIALLY if you believe in the trace GCR argument
The link with GCR quantities looks increasingly tempting but we need to be sure that it is a direct causative factor and not a mere proxy for the level of solar activity generally with in another solar linked process being the causative factor.
As I said in another thread:
“A change in cloud quantities can occur in more than one way.
My main problem with the Svensmark hypothesis is that there is no shortage of the necessary aerosols in the first place so more of them does not necessarily result in more clouds.
The Svansmark idea suggests that the extra aerosols being added would have a pretty even effect on cloudiness across the globe with perhaps a slight bias towards the polar regions where some charged particles are directed in along the magnetic field lines.
However we don’t see changes in cloudiness occurring in a pattern which would comply with that proposition.
Instead we see changes in the surface pressure distribution affecting the size and positions of the various blocks of polar and equatorial air masses as they ebb and flow and interact with one another around the world all the time.
Where those air masses interact we see more clouds and the solar effect seems to work by causing more (or less) meridional jets, more (or less) air mass mixing and therefore longer (or shorter) lines of air mass interaction across the globe resulting in more (or less) clouds.
So generally we see zonal jets and less clouds (warming) when the sun is active and meridional jets and more clouds (cooling) when the sun is less active.
The recent combination of a very quiet sun and a record negative Arctic Oscillation with increasing global albedo in contrast to the late 20th century active sun with a weak Arctic Oscillation and decreasing global albedo is an example in point.
Also the Svensmark idea would require the creation of more clouds first then some sort of reorganisation process over time as the additional clouds became incorporated into the background weather patterns. The clouds would have to come first and then the weather patterns would change.
In reality we see the weather patterns change first by way of a change in the meridionality/zzonality of the jets then the cloud quantity changes follow.
To get that change in meridionality/zonality we first need a change in the atmospheric heights and as far as I know Svensmark’s idea does not deal with that.
Thus we are back to solar induced ozone linked chemical reactions in the atmospheric column altering the heights in line with the level of solar activity.”
I don’t pretend to actually know the answer for certain and at this point I can offer no proof but from real world observations over more than half a century I suspect the GCR quantities to be merely a proxy.
Some time ago I published a paper in Energy & Environment showing a remarkable correlation between the drift of the magnetic poles and global temperatures, but I struggled to find a cause. I looked for a connection between space weather and terrestrial weather but couldn’t find it. If the drift of the poles does cause a shift in cosmic radiation to more or less temperature sensitive areas of the Earth, would this have any bearing?
http://www.akk.me.uk
R. Gates says:
May 20, 2011 at 6:47 pm
Then about any time now the arctic sea ice should be returning to it’s long-term average…something it has not seen since 2004, and the permafrost should begin to freeze up again. ………..
===========================================
Patience…..its getting there. http://suyts.wordpress.com/2011/05/20/minimum-ice-extent/
Couple more years or so……..
“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).”
My own statistical analysis of a number of stations around the world suggest that the mean temperature on earth is pushed up by heat coming from outside, not from the inside. Not even a share comes from the heat from earth , unless perhaps volcanic (like I found on on Hawaii).
http://www.letterdash.com/HenryP/henrys-pool-table-on-global-warming
Love to hear some comments!
(you don’t want to know how much work this little compilation was)
Stephen Wilde says:
May 20, 2011 at 11:46 pm
….
I don’t pretend to actually know the answer for certain and at this point I can offer no proof but from real world observations over more than half a century I suspect the GCR quantities to be merely a proxy.
Quite. There is a strong possibility that this is the case. There is also a strong possibility that the solar activity (GCRs or whatever) is simply having a slight moderating effect. It doesn’t look to be the dominant driver otherwise temperatures would much lower than they currently are. UAH temperatures during the recent La Nina have been as high as those during the 1986/87 El Nino.
Steven Mosher: there is one nice difference between the arctic and antarctic. What’s underneath the ice in the arctic? In a warming world ( WHATEVER THE CAUSE) you would not suspect the EXACT same thing to happen in at both poles.
ask what percentage of the atmosphere is GCRs.. really really tiny.
how could the change in the really really tiny pcentage of GCR have any effect.
Steven, you usually talk a lot of sense, but neither of your two comments above made much sense to me.
The Antarctic: yes, there is land below it, but the ice cap extends vast distances from the land. The Antarctic continent can affect the circulation of the Southern Ocean, but it is still ocean. It seems that that ocean cannot be warming significantly, when it continues to allow similar or increasing areas of ice to form there in the australis winter.
As for GCRs, Galctic Cosmic Rays, these are not a constituent of the atmosphere, they are hitting it from outer space. So what does a “tiny percentage of GCR” mean? Perhaps I have misunderstood you.
Rich.
‘Solar input seems to have more influence on climate than humans’. Or words to that effect Dr Spencer.
What caused the climate changes before we arrived on the scene then?
Climate Change has been a fact of life for this planet for the last 4.6 Bya. The only source of sufficient heat to drive the climate is the sun and previous changes in climate have been more sudden than anything we have experienced in the past 500 years. The evidence is in the geological record!
Dr. Spencer is still paying too much attention to human input and that discredited theory of GHG’s. Hopefully Svensmarks theory will become scientific fact because it fits with observation, though not the models.
Mr. Gates
Talks about rise of CO2 since 1700, global and the Arctic temperatures.
http://www.vukcevic.talktalk.net/CO2-dBz.htm
Mr. Gates is an intelligent man, but either has a very strange of humour or is rattling well known AGW nonsense for a reason known to him but not to the rest of us.
John Marshall says: May 21, 2011 at 2:02 am
Hopefully Svensmarks theory will become scientific fact…
Svensmark’s theory is scientific fact, so is CO2 positive feedback, but effect of either is not as large or important as many have suggested.
Just put “The Cloud Mystery 1/6” into your search engine and click go.!
Then watch the videos –and you’ll know what it is all about. You need not be able to speak Danish as where Danish is spoken there are also “Sub Titles”
Leif Svalgaard says:
May 20, 2011 at 10:28 pm
If I have some criticism then it would be that the cosmic ray data should not be detrended as Svensmark’s hypothesis works with the actual count of the particles. Twice as many, gives twice as many ions, etc.
As I understand it, Roy de-trends the GCR data to enable the comparison with the CERES data, then ‘re-trends it’ using the following technique:
“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.”
So as far as I can tell, he is taking account of the absolute values, but modelling them by multiplying up the detranded data using the factor he determined.
If you take Roy’s summary graph and invert it, and compare it to the raw Moscow data, it matches after appropriately scaling the ‘y’ axis.
So I don’t think your criticism amounts to anything devastating for Roy’s analysis.