This is interesting. This recent paper published in the journal Astronomy & Astrophysics here has done a reconstruction of TSI using Beryllium 10 isotope records combined with sunspot records. The paper suggests that the Total Solar Irradiance (TSI) has increased since the end of the Little Ice Age (around 1850) by up to 6 x more than cited by the IPCC.

Here is how they did it:
For the reconstruction to the past this amplitude is scaled with proxies for solar activity. Two proxies are available for the reconstruction: Group sunspot number, which is available from the present to 1610 AD, and the solar modulation potential extending back to circa 7300 BC. The latter is a measure of the heliospheric shielding from cosmic rays derived from the analysis of cosmogenic isotope abundances in tree rings or ice
cores, and is available with a time resolution of 2-3 solar cycles (Steinhilber et al. 2008). Although sunspot number dropped to zero for a long time during the Maunder minimum, the solar cycle was uninterrupted (Beer et al. 1998; Usoskin et al. 2001) and the modulation potential did not fall to zero. Hence, a reconstruction based solely on sunspot number may underestimate the solar activity during theMaunderminimum. Therefore in our reconstruction we used the solar modulation potential to calculate the long-term variations and sunspot number to superpose them with the 11-year cycle variations (see the Online Section 6.2).
The modulation potential used in the calculations is based on the composite of data determined from the cosmogenic isotope records of 10Be and neutronmonitor. 10Be data are available up to about 1970 (McCracken et al. 2004) and neutron monitor data, which are used to calculate the current solar modulation potential, are available since the 1950s.
A. I. Shapiro, W. Schmutz1, E. Rozanov, M. Schoell, M. Haberreiter1, A. V. Shapiro and S. Nyeki
1 Physikalisch-Meteorologishes Observatorium Davos, World Radiation Center, 7260 Davos Dorf, Switzerland
2 Institute for Atmospheric and Climate science ETH, Zurich, Switzerland
3 Institute for Astronomy ETH, Zurich, Switzerland
Abstract
Context. The variable Sun is the most likely candidate for the natural forcing of past climate changes on time scales of 50 to 1000 years. Evidence for this understanding is that the terrestrial climate correlates positively with the solar activity. During the past 10 000 years, the Sun has experienced the substantial variations in activity and there have been numerous attempts to reconstruct solar irradiance. While there is general agreement on how solar forcing varied during the last several hundred years – all reconstructions are proportional to the solar activity – there is scientific controversy on the magnitude of solar forcing. Aims. We present a reconstruction of the total and spectral solar irradiance covering 130 nm–10 μm from 1610 to the present with an annual resolution and for the Holocene with a 22-year resolution. Methods. We assume that the minimum state of the quiet Sun in time corresponds to the observed quietest area on the present Sun. Then we use available long-term proxies of the solar activity, which are 10Be isotope concentrations in ice cores and 22-year smoothed neutron monitor data, to interpolate between the present quiet Sun and the minimum state of the quiet Sun. This determines the long-term trend in the solar variability, which is then superposed with the 11-year activity cycle calculated from the sunspot number. The time-dependent solar spectral irradiance from about 7000 BC to the present is then derived using a state-of-the-art radiation code.
Conclusions
We present a new technique to reconstruct total and spectral solar irradiance over the Holocene. We obtained a large historical solar forcing between the Maunder minimum and the present, as well as a significant increase in solar irradiance in the first half of the twentieth-century. Our value of the historical solar forcing is remarkably larger than other estimations published in the recent literature.
We note that our conclusions can not be tested on the basis of the last 30 years of solar observations because, according to the proxy data, the Sun was in a maximumplato state in its longterm evolution.All recently published reconstructions agree well during the satellite observational period and diverge only in the past. This implies that observational data do not allow to select and favor one of the proposed reconstructions. Therefore, until new evidence become available we are in a situation that different approaches and hypothesis yield different solar forcing values. Our result allows the climate community to evaluate the full range of present uncertainty in solar forcing.
The full dataset of the solar spectral irradiance back to 7000
BC is available upon request.
Here is the paper, available online in entirety here (PDF) h/t to The Hockey Schtick
Leif said;
“No, it is just that the ice core data is not well measured in the upper 30-50 years of the record, because the snow hasn’t yet turned into firm ice.”
Do you mean ‘Firm ice’ or are you just testing us? 🙂
tonyb
tonyb says:
May 10, 2011 at 12:12 pm
“No, it is just that the ice core data is not well measured in the upper 30-50 years of the record, because the snow hasn’t yet turned into firm ice.”
Do you mean ‘Firm ice’ or are you just testing us? 🙂
The could be some kind of pun here, but the picture I have is that first first few meters is not even ice, but just compacted snow and hard to date [no clear layers and the core falls apart]. I know this first hand from when I lived on top of the Greenland inland ice [78N,45W, altitude 3000m] many years ago and had to get water by melting stuff we dug up of a shaft using a chainsaw. Then the next many meters is called ‘firn’ [with an n] and is also not very good for coring, and then you have finally the proper ice. The conditions vary from place to place, but in general the first few meters are pretty useless.
Alan D McIntire says:
May 10, 2011 at 6:15 am
Another reply to John Finn:
I put a pot on the stove, pour soup in the pot, turn the stove burner up to warm and leave it there- there’s no change in burner level over a period of time, yet my soup still warms. Evedently you’ve never warmed soup in a pot.
Evidently you aren’t aware that there was strong warming in the early 20th century. In other there words there was little or no lag. There was also supposedly cooling in the early 19th century after high solar activity during the 18th century – agin no lag is evident.
You need to make up your mind – is there a lag or isn’t there? If there is then the past solar/climate correlation would be less obvious.
John Finn says:
May 10, 2011 at 12:53 pm
You need to make up your mind – is there a lag or isn’t there? If there is then the past solar/climate correlation would be less obvious.
John, you miss the point: there is a variable lag to match the record as the believer sees fit.
Leif said;
“I know this first hand from when I lived on top of the Greenland inland ice [78N,45W, altitude 3000m] many years ago and had to get water by melting stuff we dug up of a shaft using a chainsaw.”
Ok, I’ll bite…why were you living on top of greenland inland ice?
tonyb
tonyb says:
May 10, 2011 at 1:26 pm
Ok, I’ll bite…why were you living on top of greenland inland ice?
To detect Chinese atomic bomb explosions… and on the side to study the interaction between the solar wind magnetic field and that in interplanetary space [this interaction is particularly strong at the location I was at]. Google ‘Svalgaard Mansurov Effect’ to learn more, or see: http://www.leif.org/research/JA078i013p02064.pdf
tonyb says:
May 10, 2011 at 1:26 pm
Ok, I’ll bite…why were you living on top of greenland inland ice?
I case you wonder how we got there, see the last of these links:
http://www.firebirds.org/menu2/mnu2_p4.htm
http://journals.cambridge.org/action/displayAbstract?fromPage=online&aid=5657652
http://wn.com/C130_Hercules_Ice_Landing
Leif
I’m glad I asked-the links were fascinating. As for landing on ice in a Hercules with skis strapped over its wheels….
tonyb
“You need to make up your mind – is there a lag or isn’t there? If there is then the past solar/climate correlation would be less obvious.”
There seems to be little lag in the effect on albedo but it then takes a while for the effect of increased or decreased sunlight into the surface waters to become apparent over and above the interannual ENSO cycle and the multidecadal so called PDO cycle.
And there may well be longer low frequency oceanic cycles involving the thermohaline circulation.
So in effect the lag is variable as a result of other internal system features involving primarily the oceans sometimes supplementing and sometimes offsetting the solar effects.
So it is common sense that there will be variable lags due to an ever changing interplay between sun and oceans.
During the early and late 20th century the periods of high solar activity were by and large at the same time as the positive PDO so there was little or no lag in the air.
However in the mid 20th century the warming effect of the high level of solar activity from cycles 18 and 19 was partly offset and when sightly weaker cycle 20 came along the combination with a negative PDO gave a slight cooling.
Since 2000 the sun has been getting quieter and global albedo changed pretty promptly but the residual ocean heat content from the late 20th century is taking a while to dissipate. Nearly gone now though.
Here is a question:
Let us say that the sun is in a two cycle minimum, perhaps another Dalton minimum.
This would suggest that it could get cold.
If it gets cold, how will the warmists respond?
Will they admit their mistake, or will they try and crack down on dissenting voices, to shut anyone up who even mentions just how cold it is getting lately?
How much is at stake for them?
Just how far are they likely to go with this?
vukcevic, I certainly wouldn’t call 10Be “useless”, but I appreciate your caution about misinterpretation. I encourage you to acknowledge that wind drives your pet ocean currents.
tonyb says:
May 10, 2011 at 4:43 am
Peter Taylor
I am somewhat ambivalent about the notion that there is a wholseale transfer of heat from Ocean to land which sems to be the generally agreed maxim.
i live 100 yards from the South coast of England. The warming effect of the gulf stream . . .
See the image here:
Page 3, Figure 2: Thermal infrared image of the Gulf Stream
http://er.jsc.nasa.gov/SEH/Ocean_Planet/activities/ts2siac2.pdf
Regarding the Gulf Stream, I wonder what is a ‘normal’ situation. This image doesn’t show the warm ocean anywhere near the south coast of England. I’ve looked at about a dozen images and they are mostly similar to this. I also wonder what happens to all the warmth in the outflow water from the Mediterranean Sea. I have not found a useful link, although I remember a print article from about 25 years ago with the implication that this warm/salty water contributed to the return flow deep water in the Ocean. But where does the heat go?
Leif Svalgaard,
“John, you miss the point: there is a variable lag to match the record as the believer sees fit.”
Sometimes this impression should be attributed to complexity rather than bias, or lack of intellectual integrity. There are “lags” at several levels in the climate system. The coolest night time temperatures are often not reached until just before sunrise. The climate response to the solar cycle lags a year or over two years, per Lean, et al, and Camp and Tung. The climate commitment studies of Meehl, et al, and Wigley, et al. show that the mixing layer of the ocean achieves most of its response in the first one to three decades, but the deeper ocean was still responding after a millenia. See level rose most rapidly for centuries after the end of the ice age. There are other well documented lags in the earth system. isostatic rebound from the melting of the ice sheets is still occurring.
Can a solar maximum really be ruled out as a contributer to the warmest temperatures seen since the Medieval Warm Period, because of a plateau in activity reached as the a period of mid-century cooling occurred? Or could the climate response to the maximum have been delayed by more than just the thermal capacity of mixing layer of the ocean, something like the same uncertainty in aerosol forcing that allows models with sensitivities as disparate as 2 and 6 degrees C to “match” the recent warming and mid-century cooling. Even a solar maximum can be frustrated by aerosols. The CO2 hypothesis can’t get by without considerable help from aerosols, that is why the IPCC was so careful to group and evaluate natural and anthropogenic forcings separately. Classify aerosols with solar and CO2 starts looking small. Could that be selection bias?
Martin Lewitt says:
May 10, 2011 at 11:08 pm
Leif Svalgaard,
“John, you miss the point: there is a variable lag to match the record as the believer sees fit.”
Sometimes this impression should be attributed to complexity rather than bias, or lack of intellectual integrity. There are “lags” at several levels in the climate system.
Martin
The ‘recent’ peak in solar actvity was in ~1991 during solar cycle 22. Solar Cycle 23 was not a particularly strong cycle. According to UAH, the LT trend is positive since 1998 (the big El Nino year). You claim there is ‘complexity’ in the system – yet this complexity does not appear to exist in past solar/climate reconstructions. We are often told that there is a ‘clear’ and ‘obvious’ relationship between solar activity and temperature.
Look at the top RH graph in Fig 1 above. Where was the lag in ~1900? Surface temperature records show a strong warming (and pause) at the same time as the increase in solar activity. What about the Dalton Minimum? The Maunder Minimum which ended in ~1715? What about solar activity in the 18th century?
I don’t actually think there is a strong relationship between solar activity and global climate. I do think it’s possible that changes in solar activity cause a shift in weather patterns which give an apparent relationship, but assumptions about past climate have been heavily biased by observations in Europe and North America.
John F Hultquist.
Thanks for the link. I’m much inclined to think the direction/strength of the wind is a key factor in warming, which of course indirectly may be due to the ocean being warm when it blows off it, but is also due to the nature/location of the weather systems.
For example we are warm (in winter) when the wind is from the west but cold in winter (despite the sea) when it comes from the east.
I am inclined to think the oceans may be giant pools of relative warmth (although colder than the surrounding atmosphere in many parts of the world) and it vents to the atmosphere (via wind/ocean agitation/hurricanes etc) then into the upper atmosphere without necesarily affecting any land mass to a significant degree.
There are very few if any places where the water is consistently warmer than the land mass that surrounds it so the ocean may be a factor in all this but I remain un -convinced it is the key factor based on my empirical observations-which I am hoping to get generously funded 🙂
I will also volunteer to carry out research into the warm Mediterranean water outflow and could be ready for a research project there around November when- purely coicidentally- it will be cold and grey here in Britain.
tonyb
agree with Martin Lewitt.
With all due respect to the experts on solar science who comment here, the question is as always, do we really know what we don’t know?
I offer in support of that question, a few recent studies which have questioned the ‘known’ science. TSI does not vary significantly but wait a minute, specific wavelengths do. The thermosphere predictably expands and contracts in response to solar cylces, except when it doesn’t. And of course, this topic, new reconstruction suggests 6 x greater solar forcing than previously thought.
This is not in anyway intended as a slur against the state of the science or the mindset of those who have commented with expertise. I am however, aware that individuals have a great deal of themselves invested in their own beliefs. This is the way it will always be.
John Finn,
“Look at the top RH graph in Fig 1 above. Where was the lag in ~1900? Surface temperature records show a strong warming (and pause) at the same time as the increase in solar activity. What about the Dalton Minimum? The Maunder Minimum which ended in ~1715? What about solar activity in the 18th century?”
Figure 1 does not have temparature. I think you misunderstand the nature of the lag. The land temperatures respond pretty quickly, it is the ocean state that lags. Coming out of a relatively prolonged cool period like the little ice age, the over all ocean heat content will be less than it would be after a short term excursion to the same temperature. Therefore if a variable warming forcing plateaus, the ocean will still be gradually getting warmer. This happened after the great ice sheets melted, the thermal expansion of the oceans continued for thousands of years because the oceans had been in such a deeply cold state. If a warming forcing dips but still is above the equilibrium state of the ocean and the ocean will keep on absorbing heat. The temperature dip may be deeper than it would have been with a warmer ocean, and if after the dip, the forcing reaches its previous level of forcing, the temperature may be higher due to the warmer ocean. Coming into the solar plateau at the midcentury cooling, the temperature should have continued noticably upward for a decade or so, and the mixing layer of the oceans should have continued heat uptake for a couple more decades beyond that. If the plateau in forcing continued, while the temperature effections would have been minimal, the thermal expansion of the oceans would have continued for centuries. But the climate system, of which the ocean is the major part, never reaches equilibrium because the climate is always changing. Once the mid-century cooling (which wasn’t caused by CO2 BTW), was over still high solar activity could once again resume bring the ocean up in temperature.
“I do think it’s possible that changes in solar activity cause a shift in weather patterns which give an apparent relationship, but assumptions about past climate have been heavily biased by observations in Europe and North America.”
Yes that is where most of the observations have been, but the trend in the science is to find more confirmation that these were global events.
Paul Vaughan says:
May 10, 2011 at 9:26 pm
vukcevic, I certainly wouldn’t call 10Be “useless”, but I appreciate your caution about misinterpretation. I encourage you to acknowledge that wind drives your pet ocean currents.
Hi Paul
Take a look at http://www.vukcevic.talktalk.net/CET&10Be.gif
(two top graphs from http://www.vukcevic.talktalk.net/CET&10Be.htm )
Dye-3 shows extremely good correlation with CET, while NGRIP is a bit more intermittent, but still impressive at prolong periods.
10Be is suppose to be direct reflection (inverted function) for the strength of heliospheric magnetic field, i.e. the sun’s magnetic activity, and CET is the best and longest temperature record we have.
Dye-3 tells us there is perfect correlation between two until 1970, ergo CET is in perfect correlation with solar activity; hence all arguments about ‘climate driver’ should be over.
Right? Of course not.
1970 onwards satellite data are in force. No correlation!
10Be from Greenland are no good.
Winds drive some of the sea surface circulation. Low altitude winds (in direct contact with sea surface) change direction frequently, main currents do not. It is currents at some depth which are critical for any climate change e.g.
http://www.nature.com/nature/journal/v411/n6840/images/411927aa.2.jpg
and they are well beyond any influence of the atmospheric circulation.
Superpose many forcing frequencies with many and various time lags and what do you get? Noise. And we sit here trying to analyze it. Fortunately, its red noise.
“Dye-3 tells us there is perfect correlation between two until 1970, ergo CET is in perfect correlation with solar activity; hence all arguments about ‘climate driver’ should be over.
Right? Of course not.
1970 onwards satellite data are in force. No correlation!
10Be from Greenland are no good.”
I haven’t checked the above personally but I’ll take it as true.
The 10Be from Greenland could still be a useful regional indicator as regards CET but no good as a global indicator.
The thing is that solar changes seem to alter the surface pressure distribution which has a large effect regionally but conceivably a small effect globally until much later due to the global effect of the oceanic lag times.
So the effect of solar changes on the air circulation and albedo is virtually instant and has a regional effect straight away. The global temperature change is subject to variable oceanic lag effects and only becomes apparent much later. After all, the immediate air circulation effects just send as much energy poleward as equatorward so it’s primarily just a redistribution. Hence the increase in both hot and cold periods especially in the mid latitudes. The global consequence has to await the subsequent manifestation of the increase or decrease of solar energy into the oceans.
Thus 10Be from Greenland is a good indicator of the effect of solar changes on CET (and probably also other regional datasets) in the short term but is way out of phase with global temperatures as measured by the satellites.
Can I have my cake and eat it ?
Stephen Wilde wrote:
“The thing is that solar changes seem to alter the surface pressure distribution which has a large effect regionally but conceivably a small effect globally until much later due to the global effect of the oceanic lag times.
So the effect of solar changes on the air circulation and albedo is virtually instant and has a regional effect straight away. The global temperature change is subject to variable oceanic lag effects and only becomes apparent much later. After all, the immediate air circulation effects just send as much energy poleward as equatorward so it’s primarily just a redistribution. Hence the increase in both hot and cold periods especially in the mid latitudes. The global consequence has to await the subsequent manifestation of the increase or decrease of solar energy into the oceans.”
THERE’S NO LAG.
Vukcevic, I encourage you to stop following Svalgaard’s bad example of linear “reasoning”. See for example Maraun & Kurths (2005). Your contributions to the discussion are valuable. Best Regards.
Paul Vaughan says:
May 11, 2011 at 7:11 am
“THERE’S NO LAG.”
The idea that there are no lags within the system seems bizarre to me when we need to consider ENSO, PDO and the Thermohaline circulation all of which alter the rate at which solar energy that has entered the oceans is then released back to the air.
One could say that that is not a true ‘lag’ being merely a product of internal system variability but it amounts to much the same thing.
Given that air circulation shifts have a rapid effect regionally but only a much later effect globally it seems to me that the surface temperature datasets are only a guide to the current energy distribution at the surface and no guide at all to the temperature of the entire system.
We need satellites for the latter.
Effectively the surface temperature datasets and the satellite datasets are measuring entirely different phenomena.
Quite a lot of rethinking should follow on from that.
Paul
Distance Dye-3 location to CET area is ~2700km. It should be obvious that 10Be record from Dye-3 http://www.vukcevic.talktalk.net/CET&10Be.gif (top graph)
can’t mach nearly perfectly CET’s for 300 years and be correct. Number of papers have questioned 10Be record from different aspect (try to google it)
However, there must be an answer to the conundrum.
Another IPCC assumption bites the dust.