Does CO2 correlate with temperature history? – A look at multiple timescales in the context of the Shakun et al. paper Anthony Watts / April 11, 2012
Guest post by Michael Pacnik
Especially in the context of recent discussion of the Shakun et al. paper, a look at other sources for temperature history versus CO2 can be helpful, examining timescales ranging from the past century to the past 11000 years and even the past 500 million years.
Recent discussion of the Shakun et al. (Nature 2012) paper has illuminated issues in its presentation of the history of CO2 versus temperature (commentaries here, here, here, and here).
In addition to those investigations, another helpful approach may be to take a step back and cross-check with other sources. In general, does CO2 correlate with temperature in climate history?
The answer is often yes on “medium” timescales, but no on “short” timescales and also no on the very longest timescales of all. If one looks at all three timescales, overall observations are consistent with temperature rise causing the oceans to release part of their dissolved CO2 after substantial lag time, yet not consistent with CO2 being the primary driver of climate.
Over the past few hundred thousand years of ice core data, a “medium” time scale in this sense, CO2 superficially appears to change in step with temperature if a graph is so zoomed out as to not show sub-millennial time scales well:

Source: brighton73.freeserve.co.uk
Yet, what about a closer look at a “short” time scale, the past few thousand years instead?
Showing from 200 to 11000 years ago, the subsequent graph is based on ice core data, readily visible in files hosted on the servers of the U.S. National Oceanic and Atmospheric Administration (NOAA): GISP 2 and EPICA Dome C:

Source: climate4you.com
A lack of correlation between temperatures (in the above from a Greenland ice core) and atmospheric CO2 becomes very apparent at that timescale and level of detail.
With the focus on the bulk of the past 11000 years of the Holocene, the most recent rise in CO2 is not shown in the preceding because the EPICA ice core data ends in 1777 A.D., while the GISP 2 ice core temperature data extends up to a century ago.
Greenland is relatively indicative of changes in Northern Hemisphere temperature over time. Throughout the Holocene, warm periods have tended to have more warming in the upper Northern Hemisphere than nearer the equator (including the Modern Warm Period, a.k.a. global warming).
In the prior chart, much of around 7000 to 8000 years ago was particularly warm, more so than now. Such was part of the Holocene Climate Optimum. Research at Oak Ridge National Laboratory remarks (bolding added):
“By 8,000 14C y.a., the Earth was under a full interglacial climate, with conditions warmer and moister than present in many parts of the world. Tropical forest in Africa (and probably also Asia) was expanded in area, and the areas of desert in Africa and Asia were much reduced.”
Source: esd.ornl.gov In fact, that atlas of palaeovegetation led to a conclusion which may surprise those used to hearing claims of how global warming would mean overall more deserts: When the climate was warmer, overall desert extent was actually less (because the ocean surface, 70% of Earth’s area, was warmed as well as land, causing more thermal-driven evaporation and circulation through rainfall of water onto land). Conversely, there was far greater desert extent 18000 years ago during the cold Last Glacial Maximum, including polar deserts which are cold but have a lack of precipitation.

Sources: esd.ornl.gov However, at the “short” time scales in the last ice core graph, showing fluctuations down to relatively small fractions of a millennia, atmospheric temperatures over Greenland would not be the same as ocean temperatures far below the surface, as the ocean depths can take centuries to warm much.
Only at greater time scales is there time for even seawater thousands of meters deep to fully warm and release more CO2. Accordingly, only at greater “medium” time scales does CO2 and temperature correlate highly, as can be seen contrasting the 400,000-year graph to the 11,000-year graph.
Evidence for how CO2 in ice core data lags temperature by centuries has been discussed before at Watts Up With That, including articles in 2009 by Frank Lansner and R. Taylor. A simple Henry’s Law formula is applicable to a glass of water on a table releasing more previously-dissolved gas when warmed, but it is not literally valid when there are chemical reactions with the solute (CO2). The oceans are a far more complex system in general. However, still, more CO2 is released eventually when the planet warms. The atmosphere and the ocean surface (or shallow zones) warms much first, then deeper waters later.
If CO2 does not usually correlate well with temperatures on the scale of variation over shorter time intervals, what does? A look at a reconstruction of Indian ocean temperatures is fitting:
 Source: sciencebits.com
Such is showing the history of temperature versus cosmic ray flux. The Oxygen-18/Oxygen-16 isotope ratio is a common temperature proxy, where the trends in it correspond to the trends in temperature.
Many papers describe Carbon-14 as a solar activity proxy, which it is indirectly, aside from some caveats on other time scales than depicted here. However, more directly, it is a cosmic ray proxy. Aside from more recent artificial sources, 20th-century atmospheric nuclear tests, carbon-14 is a cosmogenic isotopeproduced in nature by cosmic rays. On these time scales, most variation in incoming galactic cosmic ray flux is caused by changes in the solar-driven interplanetary magnetic field. Those changes have a major relationship to sunspot trends but are not exactly identical in timing. For example, the authors of a paper by NASA’s JPL remark (terminology clarification in brackets added): “Cliver et., (1998) has compared the minimum aa [index of geomagnetic activity] values with the Earth’s surface temperature record and found a correlation of 0.95 between the two data sets starting in 1885. The solar irradiance [solar activity] proxy developed from the aa minima continues to track the Earth’s surface temperature until the present (Cliver et al., 1998).
This is in marked contrast to reconstructions based on sunspot number [Solanki and Fligger, 1998 in which the irradiance and the temperature are not correlated after 1978. In a study of 14C [Carbon-14 history] Stuiver and Quay (1980) found that the cosmic ray flux at the magnetopause was anticorrelated with [the] aa [index of geomagnetic activity].”
With that said, there is significant correlation between sunspot number trends and temperature in many time periods, provided that an appropriate temperature indicator is utilized. One example is the following chart from the NOAA archive for 1860 – 1985, where the global mean sea surface temperature trend (SST) is fortunately not skewed by Urban Heat Island (UHI) effects on land:
 Source: oar.noaa.gov
However, as noted previously, trends in the aa index of geomagnetic activity display even better correlation than sunspot trends to terrestrial temperatures. When the aa index of geomagnetic activity rises, more galactic cosmic rays are deflected in interplanetary space, and fewer cosmic rays reach Earth.
The following shows correlation between temperature and Be-10 over the latter part of the Little Ice Age and then into the 20th-century Modern Warm Period:
 Source: appinsys.com
The Be-10 cosmogenic isotope is frequently labeled a solar activity proxy, which is true, but, once again, it is also and more directly a cosmic ray proxy.
On the short term, solar activity in terms of total solar irradiance (TSI) changes only by around 0.1% typically over solar cycles, but the interplanetary magnetic field varies vastly more in percentage terms, with correspondingly substantial changes in cosmic ray flux.
On Earth, tropospheric ionization changes by typically 5% over a single solar cycle (Shaviv, 2005). Global cloud cover has been observed to vary 3-4% in a solar cycle in a manner strongly correlating with cosmic ray flux change (Svensmark, 1997).
Cosmic rays are minuscule in direct energy delivered compared to sunlight but can seed clouds. Evidence supporting how cosmic rays contribute to cloud condensation nuclei has been discussed at Watts Up With That previously, including a last month’s update. Some common mistakes can lead to missing observation of the effect of cosmic rays, discussed by Dr. Shaviv in remarks on the Hebrew University debate, another debate, and a recent paper. (Also, counterintuitively, fluctuations in galactic cosmic ray flux matter little for the highest altitude clouds but more for lower altitude clouds, because the former are in an enviroment where GCRs are always in relative surplus and not the limiting nutrient, so to speak).
However, if those mistakes are all avoided, substantial correlation can be seen between cosmic ray flux variation and cloud cover variation, such as this illustration (discussed more at Dr. Shaviv’s site, following Marsh & Svensmark 2003):
 Source: sciencebits.com
There are other examples. For instance, as might be expected from cosmic ray variation slightly modifying average cloud cover, a study from a much different source notes a relationship between galactic cosmic radiation and tree rings:
“There was a consistent and statistically significant relationship between growth of the trees and the flux density of galactic cosmic radiation. Moreover, there was an underlying periodicity in growth, with four minima since 1961, resembling the period cycle of galactic cosmic radiation. We discuss the hypotheses that might explain this correlation: the tendency of galactic cosmic radiation to produce cloud condensation nuclei, which in turn increases the diffuse component of solar radiation, and thus increases the photosynthesis of the forest canopy.”
An article by Dr. Svensmark on cosmoclimatology is excellent reading: Cosmoclimatology: A new theory emerges (PDF)
As implied there, a relative smoking gun of evidence exists for variations in cloud cover driving much of temperature change: Usually low-level cloud cover cools the surface, but cloud cover over the Antarctica ice sheet itself is the opposite situation, because the ice is such a particularly high albedo as to be literally more white (more reflective) than the cloud tops. The following NASA graph indirectly provides a rather good illustration if interpreted in that context:
 Source: eoimages.gsfc.nasa.gov Over the 1982 – 2004 period depicted above, there is a very sharp contrast between observed temperature trends over the exceptionally reflective continuous permanent ice sheet in Antarctica (cooled when average cloud cover decreased over that particular period) versus the less reflective surrounding ocean even a short distance away (warmed when cloud cover decreased).
Another NASA graph shows the past century of temperature variation on the opposite end of the world, the Arctic (which warmed far more in the late 20th century than more tropical regions):

Source: earthobservatory.nasa.gov As can be seen, there was major decline in temperatures from the 1930s to the 1960s. CO2 emissions went up constantly meanwhile, in utter lack of correlation not fitting the theory of CO2 being the primary climate driver. What does fit for more correlation there is solar activity, both solar irradiance and the solar-driven interplanetary magnetic field affecting comic rays: Sources: appinsys.com Even on a time scale of a century, CO2 trends do not correlate with temperature well. What about very “long” timescales in geological terms? Back in 2001, a study of atmospheric carbon dioxide levels for the last 500 million years (Rothman, MIT) remarked:
“Because the long-term evolution of carbon dioxide levels depends similarly [to a strontium-isotope record] on weathering and magmatism, the relative fluctuations of CO2 levels are inferred from the shared fluctuations of the isotopic records. The resulting CO2 signal exhibits no systematic correspondence with the geologic record of climatic variations at tectonic time scales.”
On those extreme long time scales, atmospheric CO2 levels are driven largely by geological processes other than the temperature-dependent release of CO2 from the ocean predominant on “medium” time scales. Accordingly there is lack of correlation between CO2 and temperature. The prior study also noted apparent long-period climate fluctuations, of around 135 million years, existing from some cause, with cycling between warm and cool modes several times over the past 600 million years.
Others have guessed that cause. Inthe words of Dr. Antonino Zichichi, president of the World Federation of Scientists:
“In the last half billion years, earth has lost, four times, its polar caps: no ice at the North Pole and none at the South Pole. And, four times, the polar caps were reconstituted. Man did not exist then, only the so-called cosmic rays, discovered by mankind in the early twentieth century. The last cosmic ice age started 50 million years ago when we entered into one of the galaxy arms.”
A non-coincidental match between a climate cycle of near 140 million years and the time it takes the Solar System to pass between spiral arms of the galaxy was observed by Dr. Shaviv after reconstructing past cosmic ray variation from iron meteorites:
 Source: sciencebits.com Everything from ozone change to volcanoes, human activities, and ocean cycles has a non-zero effect on climate, but much of temperature history fits together well if changes in cosmic rays and solar activity have a major effect on climate. The preceding contrasts with those who would assume CO2 to be the primary climate driver and who, in practice, predominantly simply entirely ignore the effect of cosmic rays (aside from the occasional attempt at rebuttal to justify continuing to ignore them), acting as if solar activity variation only mattered for direct irradiance alone.
However, claims about massive forcing from CO2 variation have always been based not on its direct observed spectral effect but upon hypothetical major net positive feedback from water vapor vastly amplifying CO2’s small direct effect. Evidence supports rather a climate system with low climate sensitivity, with predominantly negative feedback. |