Guest Post by Willis Eschenbach
My thanks to Nick Stokes and Joel Shore. In the comments to my post on the effects of atmospheric black carbon, Extremely Black Carbon, they brought up and we discussed the results of Ramanathan et al. (PDF, hereinafter R2008). Black carbon, aka fine soot, is an atmospheric pollutant that has been implicated in warming when it lands on snow. However, despite many claims to the contrary, atmospheric black carbon cools the surface rather than warming it.
There is an important implication in Ramanathan’s work regarding the canonical claim of AGW supporters that changes in surface temperature slavishly follow changes in forcing. Their claim is that the change in surface air temperature ( ∆T ) in degrees Celsius is a constant “lambda” ( λ ) called the “climate sensitivity” times the change in forcing ( ∆F ) in watts per square metre (W/m2). Or as an equation, the claim is that ∆T = λ ∆F, where lambda( λ ) is the climate sensitivity.
In R2008 they discuss the effect of black carbon (BC) on the atmosphere. Here’s the figure from R2008 that I want to talk about.
Figure 1. Figure 2C from R2008 ORIGINAL CAPTION: BC [black carbon] forcing obtained by running the Chung et al. analysis with and without BC. The forcing values are valid for the 2001–2003 period and have an uncertainty of ±50%. [Presumably 1 sigma uncertainty]
This figure shows the changes in forcing that R2008 says are occurring from black carbon forcing. Here is R2008’s comment on Figure 1, emphasis mine:
Unlike the greenhouse effect of CO2, which leads to a positive radiative forcing of the atmosphere and at the surface with moderate latitudinal gradients, black carbon has opposing effects of adding energy to the atmosphere and reducing it at the surface.
R2008 also says about black carbon (BC) that:
… as shown in Fig. 2, for BC, the surface forcing is negative whereas the TOA forcing is positive (Fig. 2c).
What are the mechanisms that lead to that re-partitioning of energy between the atmosphere and the surface?
Before I get to the mechanisms, I want to note something in passing. R2008 says that the forcing values have an uncertainty of ± 50%. That means the “Atmosphere” forcing is actually 2.6 ± 1.3 W/m2, and the “Surface” forcing is -1.7 ± 0.85 W/m2. This means that there is about a 30% chance that their “TOA” forcing, which is atmosphere plus surface, is actually less than zero … just sayin’, because Ramanathan didn’t mention that part. But for now, let’s use their figures.
PART I – What’s going on in Figure 1?
According to R2008, atmospheric black carbon causes the surface to cool and the atmosphere to warm. The surface is cooled by atmospheric black carbon through a couple of mechanisms. First, some of the sunlight headed for the surface is absorbed by the black carbon, so it doesn’t directly warm the surface. Second, any sunlight intercepted in the atmosphere does not have a greenhouse multiplier effect. Together, they say these effects cool the surface by -1.7 W/m2.
The atmosphere is warmed directly because it is intercepting more sunlight, with a net change of + 2.6 W/m2.
R2008 then notes that the net of the two forcings, 0.9 W/m2, is the change in the top-of-atmosphere (TOA) forcing.
The authors go on to say that because black carbon (BC) has opposite effects on the surface and atmosphere, the normal rules are suspended:
Because BC forcing results in a vertical redistribution of the solar forcing, a simple scaling of the forcing with the CO2 doubling climate sensitivity parameter may not be appropriate.
In other words, normally they would multiply forcing times sensitivity to give temperature change. In this case that would be 0.9 W/m2 times a sensitivity of 0.8 °C per W/m2 to give us an expected temperature rise of three-quarters of a degree. But they say we can’t do that here.
This exposes an underlying issue I want to point out. The current paradigm of climate is that the surface temperature is ruled by the forcing, so when the forcing goes up the surface temperature must, has to, is required, to go up as well. And vice versa. There is claimed to be a linear relationship between forcing and temperature.
Yet in this case, the TOA forcing is going up, but the surface forcing is going down. Why is that?
To describe that, let me use something I call the “greenhouse gain”. It is one way to measure the efficiency of the poorly-named “greenhouse” effect. In an electronic amplifier, the equivalent would be the gain between the input and output. For the greenhouse, the gain can be measured as the global average surface upwelling radiation (W/m2) divided by the global input, the average TOA incoming solar radiation (W/m2) after albedo. For the earth this is ~ 390W/m2 upwelling surface radiation, divided by the input of ~ 235 W/m2 after albedo, or about 1.66. That’s one way to measure the gain the surface of the earth is getting from the greenhouse effect.
Note that the surface temperature is exquisitely sensitive to the surface gain of the greenhouse effect. The gain is a measure of the efficiency of the entire greenhouse system. If the greenhouse gain goes down from 1.66 to 1.64, the surface radiation changes by ~ 4 W/m2 … on the order of the size of a doubling of CO2. Note also that the greenhouse gain depends in part on the albedo, since the 235W/m2 in the denominator is after albedo reflections.
Here is the core issue. For the “greenhouse” system to have its full effect, the sunlight absolutely must be absorbed by the surface. Only then does it get the surface temperature gain from the greenhouse, because some of the surface radiated energy is being returned to the surface. But if the solar energy is absorbed in the atmosphere, it doesn’t get that greenhouse gain.
So that is what is happening in Figure 1. The black carbon short-circuits the greenhouse effect, reducing the greenhouse thermal gain, and as a result, the atmosphere warms and the surface cools.
PART II – Almost Black Carbon
R2008 discusses the question of the 0.9 W/m2 of TOA forcing that is the net of the atmosphere warming and surface cooling. What I want to point out is that the 0.9 W/m2 of TOA forcing is not fixed. It depends on the exact qualities of the aerosol involved. Reflective aerosols, for example, cool both the atmosphere and the surface, by reflecting solar radiation back to space. Black carbon, on the other hand warms the atmosphere and cools the surface.
Consider a thought experiment. Suppose that instead of black carbon (BC), the atmosphere contained almost-black carbon (ABC). Almost-black carbon (ABC) is a fanciful substance which is identical to black carbon in every way except ABC reflects a bit more visible light. Perhaps ABC is what is now called “brown carbon”, maybe it’s some other aerosol that is slightly more reflective than black carbon.
As you might imagine, because almost-black carbon reflects some of the light that is absorbed by BC, the atmosphere doesn’t warm as much. The surface cooling is identical, but the almost black carbon reflects some of the energy instead of absorbing it as black carbon would do. As a result, let us say that conditions are such that ABC warms the atmosphere by 1.7 W/m2 and cools the surface by -1.7 W/m2. There is no physical reason that this could not be the case, as aerosols have a wide range of reflectivity.
And of course, at that point we have no change in the TOA radiation, but despite that the surface is cooling.
Which brings me at last to the point of this post. To remind everyone, the canonical equation says that the change in surface air temperature ( ∆T ) in degrees Celsius is some constant “lambda” ( λ ) times the change in TOA forcing ( ∆F ) in watts per square metre (W/m2). Or as an equation, ∆T = λ ∆F, where lambda( λ) is the climate sensitivity.
But in fact, all that has to happen to make that equation fall apart is for something to interfere with the greenhouse gain. If the efficiency of the greenhouse system is reduced in any one of a number of ways, by black carbon in the atmosphere or increase in cloud albedo or any other mechanism, the surface temperature goes down … REGARDLESS OF WHAT HAPPENS WITH TOA FORCING.
This means that the surface temperature is not simply a function of the TOA forcing, and this clearly falsifies the canonical equation.
In fact, I can think of several ways that surface temperature can be decoupled from forcing, and I’m sure there are more.
The first one is what we’ve just been discussing. If anything changes the greenhouse thermal gain up or down, the TOA radiation can stay unchanged while the surface radiation (and thus surface temperature) goes either up or down.
The second is that clouds can decrease the amount of incoming energy. It only takes a trivial change in the clouds to completely counterbalance a doubling of CO2. This is a major function of the tropical clouds, which counteract increasing forcing by forming both earlier and thicker.
The third is that the system can change the partitioning between the throughput and the turbulence. The throughput is the amount of energy that is simply transported from the equator to the poles and rejected back to space. On the other hand, the turbulence is the energy that ultimately goes into heating the climate system. In accordance with the Constructal Law, the system is constantly evolving to maximize the total of these two.
Fourth, the El Nino/La Nina system regulates the amount of cool ocean water that is brought to the surface, as well as increasing the heat loss, to avoid overheating. (One curious consequence of this is that the surface temperature in the El Nino 3.4 area has not warmed over the entire period of record … but I digress).
Part III – CONCLUSIONS
The conclusion is that the simplistic paradigm of a linear relationship between temperature and forcing can’t survive the observations of Ramanathan regarding black carbon. For the surface temperature to vary without changes in the TOA forcing, all that needs to happen is for the greenhouse thermal gain to change.
w.
APPENDIX- How it works out
For the math involved, let me steal a diagram from my post, “The Steel Greenhouse”
Figure 2. Single-shell (“two-layer”) greenhouse system, including various losses. S is the sun, E is the Earth, and G is the atmospheric greenhouse shell around the Earth. The height of the shell is greatly exaggerated; in reality the shell is so close to the Earth that they have about the same area, and thus the small difference in area can be neglected. Fig. 2(a) shows a perfect greenhouse. W is the total watts/m2 available to the greenhouse system after albedo. Fig. 2(b) is the same as Fig. 2(a) plus radiation losses Lr which pass through the atmosphere, and albedo losses ( L_albedo ), shown as W0-W. Fig. 2(c) is the same as Fig. 2(b), plus the effect of absorption losses La. Fig. 2(d) is the same as Fig. 2(c), plus the effect of thermal losses Lt. These thermal losses can be further subdivided into sensible ( L_sensible ) and latent heat ( L_latent ) losses (not shown).
We are interested in panel (d) at the lower right of Figure 2. It shows the energy balances.
As defined above, the thermal gain ( G ) of a greenhouse is the surface temperature (expressed as the equivalent blackbody radiation) divided by the incoming solar radiation after albedo. In terms of the various losses shown in Figure 2, this means that the greenhouse thermal gain G is therefore:
where
is the TOA solar radiation (24/7 average 342 W/m2) and
are the respective losses.
The important thing to note here is that if any of these losses change, the greenhouse gain changes. In turn, the surface temperature changes … and the TOA balance doesn’t have to change for that to happen.
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“Almost-black carbon (ABC) is a fanciful substance which is identical to black carbon in every way except ABC reflects a bit more visible light”
ABC exists. It is called dust. The plots of -LN(Dust) vs temperature over the last 800,000 years are quite revealing.
Doc, where would we find those charts of LN vs temp? Thanks.
Willis Eschenbach: This is a major function of the tropical clouds, which counteract increasing forcing by forming both earlier and thicker.
Earlier than what? Thicker than what? And do you have a reference for that? I have written the same thing: increased CO2 might cause summertime clouds to form earlier and thicker than before, but for me it an unsubstantiated conjecture. Isaac Held’s simulations are potentially relevant to answering the question, but not yet. I don’t think I was the first to write that — you may have been, and I got the idea from reading your work. But here you put it as something known.
I note again the use of the ‘fuzzy word’ of ‘forcing’ (that I still do not find in my Physics book…) but at least this time we have a definition (in this context only?) of Watt/meter^2 that is a flux (per unit area) of a flow of Watts. That would make it a “power flux”. Then you talk about what happens over time.
So….
Are we talking Watts or Watts-time? Power or Energy?
One presumes what is really meant is that an “Energy Flux” (power over a duration flowing through an area) was intended, but that’s a presumption… And that is why I really would like to encourage using actual terms of physics rather than fuzzy headed “forcing”…
I’m now going to go back and try re-reading the article substituting “energy flux” for all the “forcings” and see if I can make any sense of it in terms of physics…
But for now, if I got the gist of it the first time through, it’s saying that if we go back to jet fuel with sulphur in it and with lots of ring compounds (that make nice soot) we can remove all the “global warming” from the surface in just a season or two. Nice, very nice… (The reason for using jets is to put it all at 40,000 feet or so and not near where people breath…)
@Septic Matthew:
You can see it happen any tropical day. As the sun rises and things warm, clouds form from the rising moist air. Days that warm fastest, end soonest in downpours. Days that warm slowly have slow cloud formation and less rain.
See the rain map in this posting:
http://chiefio.wordpress.com/2011/11/01/what-does-precipitation-say-about-heat-flow/
and compare to the temperature map in the same posting. Where it gets hot, it rains more. As rain comes from clouds, when / where it gets hotter, it clouds more. QED. (Other than in very dry spots like deserts… then again, the Sahara starts to have rain when it gets hot enough… https://chiefio.wordpress.com/2010/08/10/cold-dry-sahara-hot-wet-savanna/ )
@Rhoda:
See: http://en.wikipedia.org/wiki/File:Vostok_Petit_data.svg
where the dust peaks at the bottom of glacial events. Cold, dry, and very dusty…
Ok, so if sunlight doesn’t reach the surface then it can’t be re- radiated back at frequencies that are absorbed by CO2, which nominally happens in a short distance, hence surface warming?
A few questions –
1. What depth are we talking about? Cos on a hot day tubulent mixing will raise the totally mixed layer way high.
2. Doesn’t CO2 absorb in a narrow band? Hence reflected sunlight can’t be absorbed, hence albedo effect.
3. Does all re-radiated heat fit in wavelengths that CO2 can adsorb?
4. Isn’t the wavelength dependent on the temperature of the emitting body?
Very interesting. I’ll have to read it a couple of times to fully get it.
India is something of a natural laboratory for the effects of black carbon and not so black particulates. They accumulate in the atmosphere (troposphere) during the dry season and then get washed out by the monsoon. Most studies show surface cooling and upper troposphere warming during the dry season. Effects that at least partially reverse in the monsoon season.
Otherwise, How does time factor into this?
I’m usually not a suck-up, but Willis could immediately become the next Michael Crichton if he chose to go down that avenue. Supremely engaging writing skills and depth of knowledge and detail to back it up. Please consider it. Bling$$$ and a world stage to boot. : )
Septic Matthew/Matthew R Marler says:
March 27, 2012 at 4:43 pm
Earlier and thicker than they do when it is cooler. As for references, I have only my own work. The clearest demonstration is the TAO buoy dataset, see my analysis here.
E.M.Smith says:
March 27, 2012 at 4:53 pm (Edit)
A constant flux, in W/m2. In other words, watts per square meter as a 24/7/365 average.
w.
While reading this I thought to myself, this sounds like a function of the Constructal Law. Then a few paragraphs later, there was Willis’ mention of the Law. This certainly deserves some follow up.
Willis Eschenbach says:
March 27, 2012 at 5:33 pm
I realized my meaning might not be clear, I meant earlier in the day. The timing of the daily formation of tropical cumulus is a major thermoregulatory mechanism. See the discussion of the daily tropical cycle here, as well as in “The Thermostat Hypothesis“.

Also, you can see the clouds following the temperature in the albedo. This is from the ERBE data:
Note that when the Northern Hemisphere is hot in August, the clouds move up north of the the equator to Columbia and the area below the Sahel.
In February, in the heat of the southern summer, you get great masses of cloud below the equator in Brazil, as well as in the southern part of Africa.
So unless clouds are ruling the sun’s variations, that conclusively shows that increased temperature leads to increased tropical clouds.
Note the extent of the change in the albedo in say Brazil. By eye and by memory the seasonal change in the albedo is on the order of 30%. Given the incoming TOA equatorial insolation is about half a kilowatt per m2, a 30% change in albedo is cutting out no less than 150 W/m2 … which is why I call CO2 a third-order influence on the climate.
w.
E.M. Smith: You can see it happen any tropical day. As the sun rises and things warm, clouds form from the rising moist air. Days that warm fastest, end soonest in downpours. Days that warm slowly have slow cloud formation and less rain.
That I know. At least, I observed something like that in Hawaii, Taiwan, the Philippines, and central Missouri. I was wondering whether Willis might mean, as I have written, earlier and thicker with higher CO2. However, with reference to my “something like that”, is it actually documented that “early onset of downpours” is associated with the “rate of warming” earlier in the day? If you look at Willis’ data analysis, cooler evenings are associated with warmer mornings, and rate of warming does not specifically enter the analysis.
Willis Eschenbach: Earlier and thicker than they do when it is cooler. As for references, I have only my own work. The clearest demonstration is the TAO buoy dataset, see my analysis here.
I missed where your analysis of the TAO buoy dataset showed “earlier and thicker”. I am working on the TAO buoy data set to show (or perhaps test) the same thing. Granted, it is a fair inference from your Figure 2, but I have not yet confirmed that in any of the places I have looked so far.
Willis Eschenbach says:
March 27, 2012 at 5:55 pm
” … which is why I call CO2 a third-order influence on the climate.”
Exactly.
One example of the ABC effect is the dust that frequently blows off the Sahara. It can significantly depress Atlantic tropical storm activity in Cape Verde area because it allows the atmosphere to be directly heated and retard the summer temperature rise of the sea surface. So not only does too little water evaporate off the ocean surface, the warm air aloft reduces convection between the surface and that level.
Willis Eschenbach says:
March 27, 2012 at 5:33 pm
I am glad that you wrote that follow-on post. I remembered at least parts of that analysis from when you first posted it. I have that and your TAO analysis bookmarked.
And back to my earlier question, you might have meant “earlier and thicker with greater insolation”. Obviously that can’t be unrelated to temperature, but one of the effects of increased insolation is increased H2O vaporization with little or no temperature increase (compared to what happens without water.)
Edit note: In R2008
theyhe discusses the effect____________
How does the ABC cool itself? I assume it has its own emission budget to spend .. not all of which goes straight up.
[Thanks, edit fixed. ABC cools itself in the usual way, radiation and conduction with air molecules -w.]
What is the effect on your model of an Earth that rotates, with 70% cloud cover ?
Willis, I had missed or forgotten your August 14, 2011 article “It’s not about feedback”. that’s a good exposition.
Very interesting Willis. Thanks. It deserves re-reading and close attention.
“For the “greenhouse” system to have its full effect, the sunlight absolutely must be absorbed by the surface.”, is the reason why Venus is not a victim of a “runaway greenhouse effect”.
If “the surface temperature is not simply a function of the TOA forcing, this clearly falsifies the canonical equation”. Brilliant!
Ah, I see, a non-physical hypothetical thing that doesn’t actually exist. OK, now I know why no actual physics term is used for it… (gets rid of those annoying variable 4th power radiation effects, the day / night temperature and humidity cycling and the enthalpy that goes with it, and so much more…)
Not tossing rocks at you over it, just at the persistence of non-physicality in the AGW “terms of art” and practice of “science as they know it”…
FWIW a “Forcing Function” (which is the only place I’ve actually found “forcing” to be a defined term outside of a logic proof) is a mathematical function where a property varies ONLY as a function of time:
https://en.wikipedia.org/wiki/Forcing_function_(differential_equations)
So using ‘forcing’ to mean a time invariant constant value derived via an average is, er, possibly part of my “confusion”..
So, NOT a time dependent variation, but a constant flux. As Watts are power, not energy, we’re talking about a “Power Flux” OK, I’ll see if that interpretation maps to anything physical (though not ‘real’ as the real world has that power flux vary over all sorts of time dependent processes.)
This, BTW, does illustrate a bit more just why I find the usage of “forcing” such a PITA. It is simply an un-physical ‘hand wave’… How can one argue with a non-physicality? But, OK, back to the ‘Toy World’ with a constant power flux, no day, no night, no enthalpy changes, no…
If you warm the atmosphere and cool the surface, either or both of two things happen. (1) you kill convection, the clouds go away, the surface warms more due to less cloudiness, and the air-sea gradient is restored with a warmer surface, and/or (2) the surface sensible and latent heat flux into a warmer atmosphere would reduce, so the surface would lose less heat, and warm that way for a given solar forcing, until the surface temperature is warm enough again to restore the previous fluxes. I think the end balance is just the same because the surface will just warm to restore its original relation to the atmospheric temperature.
Though commonly seen in current climate research, the treatment of the atmosphere as a “solid” greenhouse shell is incorrect. This is to say that for a given volume of air with temperature T and surface area S, one can not simply calculate the energy emitted by the volume of air in the same way as it is a volume of solid object.
Another error in the article includes: “390 W/m2 upwelling surface radiation,” which is obtained by calculation of σT^4 with T being 15˚C (K. Trenberth). This is wrong because:
1) The earth ground surface is never a black body surface, one shall use equation ε σT^4 instead of σT^4, where ε is the overall emissivity of the earth ground surface, likely to be a figure close to 0.8.
2) 15˚C is the temperature of an air layer near the earth ground surface as a result of weather station measurements. As such it is basically the temperature of N2 and O2 that do not emit at whatever temperatures. One shall use the temperature of the earth ground surface 12˚C for this calculation.
E.M.Smith says:
March 27, 2012 at 4:53 pm
You and I both know that the use of the ‘fuzzy word’ of ‘forcing’ is not energy as in watts nor is it watts over time, in fact I doubt that “forcing” has any particular or specific meaning at all only that it sounds appropriate.
Such a wide variable can not be used in any other discipline where accurate readings are important.
Carbon of any gaseous form will be a low lying nutrient, it falls quickly when it is cooled and rises fast when it becomes warm, forests take advantage of this property, snow and Ice do Not, hold a UV lamp over snow, you will find that snow absorbs the UV, this does not mean a 100watt UV lamp produces 100 Watts of thermal energy back, don’t be incredibly stupid, even if it was made from carbon ice it couldn’t possibly do this.
If you’re so afraid of carbon in gaseous form why don’t you just stop using it! and please do let us all know how that works out!