A simple analogy on climate modeling – looking for the red spot

This simple visual analogy that Ron House has designed can help readers not familiar with a contentious atmospheric modeling issue get a primer on the it. While not a perfect analogy (and by definition analogies often aren’t) it does help convey an important point: the predicted red spot has not appeared. For the more technically inclined,  or for those wanting more, Steve McIntyre posted an interesting discussion at Climate Audit. – Anthony

Predicted atmospheric temperature changes from a model,showing hotspot in atmosphere above the tropics
Models predict this heating in the tropics

Guest Post by Ron House July 29, 2009

When I started looking into the claims of dangerous warming due to carbon dioxide, I was completely baffled, buried in details of climate models, puzzled by energy balance diagrams, and so forth. Was there a “greenhouse” blanketing the Earth, slowly frazzling us to death? The truth could have been anything. If you’ve followed this path too, you’ll know what I mean. But one thing, one single piece of the jigsaw, cut through all the fog and answered the question. I want to show you the thing that absolutely clinched the global warming question for me. I have postgraduate training in physics, which helped, but the basic point is understandable by anyone, and in this article I want to explain what seems to me the key, conclusive fact in everyday terms.

Let’s say it’s a cold night and Fred climbs into bed:

Fred lying on his bed on a cold night(A) Fred in bed.

Will Fred use a blanket to keep warm? If so, the air will heat up close to Fred because his body warms the air and the blanket prevents it from moving away. On the other hand, as the night progresses, the air beyond the blanket will cool:

Fred in bed covered by a blanket, which is traping warm air(B) With a blanket, the warm air collecting around Fred warms him up.

In the picture, the “+” signs show air that becomes warmer, and the “-” signs air that becomes cooler.

Now what if Fred (forgetful Fred) didn’t use a blanket? The warm air escapes and tends to rise (warm air being less dense than cold air):

Fred in bed without a blanket, hot air rises and leaves poor Fred shivering.(C) With no blanket, warm air escapes and Fred shivers.

Poor Fred gets colder as the night wears on. But now we come to the point of the exercise: How do we know whether Fred used, or did not use, a blanket?

“Easy,” you say: “Take a look!” But let’s suppose that Fred is a very light sleeper, we dare not put on the light, so there’s no way we can see if there’s a blanket. But—surprise!—we just happen to have an infra-red scanner that can tell us the temperature of the air at various spots throughout the room. Depending on whether Fred uses a blanket, the temperature change in the room follows one of the two characteristic patterns we saw above; so if we check where the air gets colder and where it gets warmer as the night wears on, we know, for a fact, whether or not Fred used a blanket, even without being able to see it. If Fred did use a blanket, our scanner should show results like this (note how we can’t see the blanket, but we can be sure that it is there):

Fred in bed in the dark; with a heat sensor we see the warm air around Fred, proving he is using a blanket(D) Warm air collects in a contained region, so there must be a blanket.

On the other hand, if he does not use a blanket, we will see the temperature change in a pattern something like this:

In the dark, we see that warm air is escaping, and so Fred did not use a blanket(E) Warm air escapes upwards, so we are sure there is no blanket.

Once again, there is no doubt at all what is going on. In science, nothing is absolutely certain, but depending on which temperature pattern develops, we can be very, very sure indeed of the answer to the question: Did Fred use a blanket?

Now we can turn to the global warming question, whether the Earth is surrounded by a ‘blanket’ of anthropogenic (human-generated) greenhouse gas stoking up the temperature of the planet. The physics of a real blanket (as with Fred in the fable above) and a gaseous ‘blanket’ around the Earth differ, but just the same, different heat dissipation (or retention) processes will result in different characteristic patterns of temperature change. Just as Fred will be surrounded by something roughly resembling one of two quite different patterns of air temperatures, so likewise will temperature changes around the Earth have a quite definite pattern, depending on which climate theory is right. Scientists whose paycheck does not depend on agreeing with global warming alarmism will all agree with this simple statement. It’s part of the basic skill of having a ‘nose’ for physics.

What, then, are our main competing climate theories? The IPCC’s reports are based on results from a collection of climate computer models; they have nothing else. These are simply computer programs that, in essence, contain a computerised version of the assumptions and beliefs of the climate modeller as to how the climate of the planet works. Whether these assumptions are well-founded is another question, but the key point is that whatever these assumptions may be, when the climate model is run, it generates its ‘predictions’ by calculation of hypothetical futures for the behaviour of the atmosphere. These ‘futures’ contain, as an essential element, predictions of the changes of atmospheric temperatures at various heights above the planet and the various latitudes all the way from south pole to north pole.

The indisputable fact about these atmospheric temperature predictions is that if the pattern doesn’t happen, the model is wrong. Just as Fred won’t warm up if he isn’t surrounded by warm air, likewise the effects on the Earth of global warming cannot happen if the cause of the warming —the warm air—isn’t there.

So now we come to the graphs that clinch the matter. All global warming models predict some sort of developing ‘hotspot’ in the atmosphere above the tropics. Here is the graph for one of the models, but they all look roughly similar:

Predicted atmospheric temperature changes from a model,showing hotspot in atmosphere above the tropics(F) Model predicts air above the tropics heats up. from the NIPCC Report p. 107

This picture shows the air from 75 degrees north to 75 degrees south (the equator in the middle) and up to 30 km above the Earth. We can think of this air pattern as corresponding to the pattern in Fred’s bedroom when Fred used a blanket: although the actual mechanism is different, something is ‘keeping the heat in’, so to speak. Just as we did with Fred in bed, we can compare reality with this picture. Is the heat in the real atmosphere doing what the model predicts? Here is the temperature trend in the real world:

Temperature data from the real world shows a completely different pattern of temperature change(G) Real world trend develops no hotspot. from the NIPCC Report p. 106

What have we actually proved here? Well, proved, without possibility of error, nothing, of course: no question at all about the real world ever has a complete perfect proof as an answer, so don’t be misled if someone says the world still might be heating due to CO2 despite the absence of the warm spot that is supposed to do the warming. Of course anything might be happening; but how likely is it? Well how likely is it that Fred has a blanket, but the air around him is getting colder just as if he had no blanket, and yet Fred is warming up despite that? The two questions have the same answer: not very.

Yet surprisingly, some proponents of global warming alarmism actually resort to this very strategy. “True,” they say, “the hot spot isn’t developing. But that is because the heat is being stored up elsewhere—it’s “in the pipeline”—and one day it will burst forth with even greater severity and vengeance.”

What can we make of that claim? Well, thinking back to Fred again, it amounts to this: We use our temperature probe in Fred’s darkened bedroom and we see a pattern like that in (E) above, corresponding to no blanket: Fred should be freezing! But actually, the heat has all gone into Fred’s body, despite the complete absence of the hot air which is the mechanism for making it do so. In other words, Fred got warmer by disobeying the second law of thermodynamics—in other words, by magic. Likewise, if someone says heat is being secretly stored somewhere by global warming, despite the absence of the very mechanism that does the warming, they are saying global warming is happening by magic. That is the harsh truth of the matter.

One thing I have learned whilst studying the global warming question is that, like many other physical systems, the climate is constrained by limits that can be understood by any intelligent person willing to learn some simple physics. The ‘hotspot’ is one of them. Anyone talking down to you and telling you you have to take the word of some mythical ‘consensus’ of ‘experts’ is trying to hoodwink you.

How to see for yourself the ‘Global Warming’ climate models are false

When I started looking into the claims of dangerous warming due to carbon dioxide, I was completely baffled, buried in details of climate models, puzzled by energy balance diagrams, and so forth. Was there a “greenhouse” blanketing the Earth, slowly frazzling us to death? The truth could have been anything. If you’ve followed this path too, you’ll know what I mean. But one thing, one single piece of the jigsaw, cut through all the fog and answered the question. I want to show you the thing that absolutely clinched the global warming question for me. I have postgraduate training in physics, which helped, but the basic point is understandable by anyone, and in this article I want to explain what seems to me the key, conclusive fact in everyday terms.

Let’s say it’s a cold night and Fred climbs into bed:

Fred lying on his bed on a cold night(A) Fred in bed.

Will Fred use a blanket to keep warm? If so, the air will heat up close to Fred because his body warms the air and the blanket prevents it from moving away. On the other hand, as the night progresses, the air beyond the blanket will cool:

Fred in bed covered by a blanket, which is traping warm air(B) With a blanket, the warm air collecting around Fred warms him up.

In the picture, the “+” signs show air that becomes warmer, and the “-” signs air that becomes cooler.

Now what if Fred (forgetful Fred) didn’t use a blanket? The warm air escapes and tends to rise (warm air being less dense than cold air):

Fred in bed without a blanket, hot air rises and leaves poor Fred shivering.(C) With no blanket, warm air escapes and Fred shivers.

Poor Fred gets colder as the night wears on. But now we come to the point of the exercise: How do we know whether Fred used, or did not use, a blanket?

“Easy,” you say: “Take a look!” But let’s suppose that Fred is a very light sleeper, we dare not put on the light, so there’s no way we can see if there’s a blanket. But—surprise!—we just happen to have an infra-red scanner that can tell us the temperature of the air at various spots throughout the room. Depending on whether Fred uses a blanket, the temperature change in the room follows one of the two characteristic patterns we saw above; so if we check where the air gets colder and where it gets warmer as the night wears on, we know, for a fact, whether or not Fred used a blanket, even without being able to see it. If Fred did use a blanket, our scanner should show results like this (note how we can’t see the blanket, but we can be sure that it is there):

Fred in bed in the dark; with a heat sensor we see the warm air around Fred, proving he is using a blanket(D) Warm air collects in a contained region, so there must be a blanket.

On the other hand, if he does not use a blanket, we will see the temperature change in a pattern something like this:

In the dark, we see that warm air is escaping, and so Fred did not use a blanket(E) Warm air escapes upwards, so we are sure there is no blanket.

Once again, there is no doubt at all what is going on. In science, nothing is absolutely certain, but depending on which temperature pattern develops, we can be very, very sure indeed of the answer to the question: Did Fred use a blanket?

Now we can turn to the global warming question, whether the Earth is surrounded by a ‘blanket’ of anthropogenic (human-generated) greenhouse gas stoking up the temperature of the planet. The physics of a real blanket (as with Fred in the fable above) and a gaseous ‘blanket’ around the Earth differ, but just the same, different heat dissipation (or retention) processes will result in different characteristic patterns of temperature change. Just as Fred will be surrounded by something roughly resembling one of two quite different patterns of air temperatures, so likewise will temperature changes around the Earth have a quite definite pattern, depending on which climate theory is right. Scientists whose paycheck does not depend on agreeing with global warming alarmism will all agree with this simple statement. It’s part of the basic skill of having a ‘nose’ for physics.

What, then, are our main competing climate theories? The IPCC’s reports are based on results from a collection of climate computer models; they have nothing else. These are simply computer programs that, in essence, contain a computerised version of the assumptions and beliefs of the climate modeller as to how the climate of the planet works. Whether these assumptions are well-founded is another question, but the key point is that whatever these assumptions may be, when the climate model is run, it generates its ‘predictions’ by calculation of hypothetical futures for the behaviour of the atmosphere. These ‘futures’ contain, as an essential element, predictions of the changes of atmospheric temperatures at various heights above the planet and the various latitudes all the way from south pole to north pole.

The indisputable fact about these atmospheric temperature predictions is that if the pattern doesn’t happen, the model is wrong. Just as Fred won’t warm up if he isn’t surrounded by warm air, likewise the effects on the Earth of global warming cannot happen if the cause of the warming —the warm air—isn’t there.

So now we come to the graphs that clinch the matter. All global warming models predict some sort of developing ‘hotspot’ in the atmosphere above the tropics. Here is the graph for one of the models, but they all look roughly similar:

Predicted atmospheric temperature changes from a model,showing hotspot in atmosphere above the tropics(F) Model predicts air above the tropics heats up. from the NIPCC Report p. 107

This picture shows the air from 75 degrees north to 75 degrees south (the equator in the middle) and up to 30 km above the Earth. We can think of this air pattern as corresponding to the pattern in Fred’s bedroom when Fred used a blanket: although the actual mechanism is different, something is ‘keeping the heat in’, so to speak. Just as we did with Fred in bed, we can compare reality with this picture. Is the heat in the real atmosphere doing what the model predicts? Here is the temperature trend in the real world:

Temperature data from the real world shows a completely different pattern of temperature change(G) Real world trend develops no hotspot. from the NIPCC Report p. 106

What have we actually proved here? Well, proved, without possibility of error, nothing, of course: no question at all about the real world ever has a complete perfect proof as an answer, so don’t be misled if someone says the world still might be heating due to CO2 despite the absence of the warm spot that is supposed to do the warming. Of course anything might be happening; but how likely is it? Well how likely is it that Fred has a blanket, but the air around him is getting colder just as if he had no blanket, and yet Fred is warming up despite that? The two questions have the same answer: not very.

Yet surprisingly, some proponents of global warming alarmism actually resort to this very strategy. “True,” they say, “the hot spot isn’t developing. But that is because the heat is being stored up elsewhere—it’s “in the pipeline”—and one day it will burst forth with even greater severity and vengeance.”

What can we make of that claim? Well, thinking back to Fred again, it amounts to this: We use our temperature probe in Fred’s darkened bedroom and we see a pattern like that in (E) above, corresponding to no blanket: Fred should be freezing! But actually, the heat has all gone into Fred’s body, despite the complete absence of the hot air which is the mechanism for making it do so. In other words, Fred got warmer by disobeying the second law of thermodynamics—in other words, by magic. Likewise, if someone says heat is being secretly stored somewhere by global warming, despite the absence of the very mechanism that does the warming, they are saying global warming is happening by magic. That is the harsh truth of the matter.

One thing I have learned whilst studying the global warming question is that, like many other physical systems, the climate is constrained by limits that can be understood by any intelligent person willing to learn some simple physics. The ‘hotspot’ is one of them. Anyone talking down to you and telling you you have to take the word of some mythical ‘consensus’ of ‘experts’ is trying to hoodwink you.

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Kum Dollison
August 4, 2009 8:04 am

I think “Climate Scientists” (On “Both” Sides of the Climate Change, Aisle) are the laziest, most incoherent people on the face of the Earth.
Sit around and talk. Sit around and talk. Hypothsize. Theorize. Anything to keep the money flowing. But, NO Experiments.
You want MY “vote?” Show me. Do an Experiment.
First, you build “two” greenhouses . . . . . . . . .

Richard M
August 4, 2009 8:04 am

Ron House (07:08:39):
Don’t worry, most of us actually read the article and understood exactly what you were saying. I think it says a lot about cognitive dissonance when you read some of the replies that attempt to attack the poor little Fred himself (ie. the details of the analogy).
I would expect RC and Tammy to do the very same thing. Attempts at logic, when embraced by those with severe cases of cognitive dissonance, can result in some very illogical statements.

Barrie Sellers
August 4, 2009 8:09 am

A few days ago I saw on WUWT a graph showing the amount of infra-red heat retention versus the CO2 concentration. It showed, as I recall, that the heat retention maxed out at about 400ppm and that above this CO2 concentration the heat retention didn’t increase very much. So, in other words, using the Fred analogy, you can go piling blankets on Fred but after a certian number of blankets Fred is not going to get any warmer.

Ben
August 4, 2009 8:31 am

Link to research: http://arxiv.org/ftp/arxiv/papers/0905/0905.0445.pdf
“An updated comparison of model ensemble and
observed temperature trends in the tropical troposphere”
Stephen McIntyre(1), Ross McKitrick (2)
Abstract
A debate exists over whether tropical troposphere temperature trends in
climate models are inconsistent with observations (Karl et al. 2006, IPCC
(2007), Douglass et al 2007, Santer et al 2008). Most recently, Santer et al
(2008, herein S08) asserted that the Douglass et al statistical methodology
was flawed and that a correct methodology showed there is no statistically
significant difference between the model ensemble mean trend and either RSS or UAH satellite observations.
However this result was based on data ending in 1999. Using data up to the
end of 2007 (as available to S08) or to the end of 2008 and applying exactly
the same methodology as S08 results in a statistically significant
difference between the ensemble mean trend and UAH observations and
approaching statistical significance for the RSS T2 data.
The claim by S08 to have achieved a “partial resolution” of the discrepancy
between observations and the model ensemble mean trend is unwarranted.

Ben
August 4, 2009 8:37 am

Duplicate – But perhaps this version flows a bit better onto the site?
Link to research: http://arxiv.org/ftp/arxiv/papers/0905/0905.0445.pdf
“An updated comparison of model ensemble and
observed temperature trends in the tropical troposphere”
Stephen McIntyre(1), Ross McKitrick (2)
Abstract
A debate exists over whether tropical troposphere temperature trends in climate models are inconsistent with observations (Karl et al. 2006, IPCC (2007), Douglass et al 2007, Santer et al 2008). Most recently, Santer et al (2008, herein S08) asserted that the Douglass et al statistical methodology was flawed and that a correct methodology showed there is no statistically significant difference between the model ensemble mean trend and either RSS or UAH satellite observations.
However this result was based on data ending in 1999. Using data up to the end of 2007 (as available to S08) or to the end of 2008 and applying exactly the same methodology as S08 results in a statistically significant difference between the ensemble mean trend and UAH observations and approaching statistical significance for the RSS T2 data.
The claim by S08 to have achieved a “partial resolution” of the discrepancy between observations and the model ensemble mean trend is unwarranted.

John F. Hultquist
August 4, 2009 8:45 am

“. . . although the actual mechanism is different, something is ‘keeping the heat in’ . . .”
Let’s do away with the blanket concept and explain how the CO2 molecules interact with ‘waves/rays/photons/energy’ to warm the Nitrogen, Oxygen, and Argon that constitute the huge mass of the atmosphere, the H2O of the oceans, and the materials of the land’s surface.
This issue may need a little more than “simple physics” but why not give it a try, anyway? I’ve read here on WUWT and elsewhere that CO2 reaches its potential “warming ability” at about 10% of its present-day concentration and really can’t perform much more than that, thus needing a 300% (or so) multiplier from some mechanism (+feedback), as yet unknown.
A greenhouse works because the enclosure shuts down the fundamental process of the troposphere –convection, where warm air rises. “Green House Gases” do not do that, so please explain what they do do, with enough physics so I can check your work? Thanks.

Nogw
August 4, 2009 8:46 am

It makes me feel sad: Poor little Jimmy H lost his piggy bank where to imagine saving his warmed pennies…let’s get him another.

philincalifornia
August 4, 2009 8:47 am

dorlomin (07:04:49) :
So CO2 is now proven not to be a greenhouse gas because a models predictions are not being met……….
—————————————
Now that is one seriously ugly straw man

MattN
August 4, 2009 8:48 am

“So CO2 is now proven not to be a greenhouse gas because a models predictions are not being met……….”
Incorrect. What the data shows is there is no positive feedback from water vapor, and therefore no astronomical warmup on the way. CO2 is still a greenhouse gas, just one that has no more punch left…

Nogw
August 4, 2009 8:51 am

Ron House (07:08:39) :
If those patterns are not observed (and they aren’t) then that model is wrong, regardless of whether they say CO2 did it or increased H2O vapour or whatever
It doesn’ t matter if it is right or wrong. It is a CREED in which we are suppose to believe, it is a matter of having FAITH!!
And…they got the money, they got the power, they are the ones….(to be taken to the asylum).

Deedoe1964
August 4, 2009 8:54 am

Thank you Ron House for an explanation a lay person like me could understand.
And Thank you to Anthony for running this website

Nogw
August 4, 2009 8:54 am

Ya know…before armageddon a sign will appear in the sky…all prophets agree, from JH to AG the sage.

AnonyMoose
August 4, 2009 8:57 am

“Ladies and gentlemen, I present The Emperor’s Blanket! Isn’t it beautiful?”

Stefan
August 4, 2009 9:02 am

The presence of CO2 is a signature of greed. That’s the signature greenies are really thinking about. If we can tackle that mistaken perception, then we can all go home.

Nogw
August 4, 2009 9:02 am

Patrick Davis (07:02:29) So you are saying that what Fred needs it is a bottle filled with hot CO2 to warm his feet instead of hot water!!!
Air does not holds heat as water does: It saves warm 3227 times less than water.
But, of course, you have the right to believe that there is something up there in the sky shining, as a sign, before it falls down on our heads. (as your prophets told you for sure)

Tim S
August 4, 2009 9:12 am

Suppose Fred urinates in bed. The stored up heat leaving the pipeline now interacts with the air under Fred’s blanket. Could this be an analogy of a “tipping” point, whereby the runaway warming process would begin once morning dawns and Fred rises from bed?

Hank
August 4, 2009 9:27 am

Sorry, I have to be as skeptical of this explanation and analogy as I am as to the claim that a spaceblanket will keep you warm. I spent a night shivering under one of those darn things. How are we supposed to through the radiative, convective, and conductive processes?

Vincent
August 4, 2009 9:29 am

Ron,
One final question about the missing fingerprint. This appears to have been addressed in a paper entitled “Consistency of modelled and observed temperature trends in the tropical troposphere” by Santer et al.
https://publicaffairs.llnl.gov/news/news_releases/2008/NR-08-10-05-article.pdf
They are saying that the inconsistency was due to using older radiosonde and satellite datasets and 2 methodological errors.
Based on this paper there appears to be a standoff. One side says there’s no fingerprint and the other says, oh yes there is. How do we resolve this and move forward?

Nogw
August 4, 2009 9:47 am

We don’t know if there is a “fingerprint” above, but by DNA studies and our own experience as investigators we know who is the culprit.

August 4, 2009 9:52 am

Please don’t put posts like this on WUWT. The blanket analogy is simple BUT misleading and wrong and does not reflect well on a website that usually publishes decent and thoughful comments on science.
The lack of a hotspot does indeed show that the models are failing to model the real world with accuracy but this doesn’t prove anything about AGW .. it just shows the models are bad models.

Richard111
August 4, 2009 10:17 am

I have no specific science training apart from some electronics. I have never believed in the AGW theory simply because I have lived and worked for many years in desert countries.
Summer daytime temperatures often exceed 40C but temperature by next dawn could easily drop below 10C. Definitely no “blanket” effect. Of course we didn’t know about AGW in those days. We only seemed to record daytime maxes.
Maybe somebody could post some desert temperature ranges for clear air max/mins and also for cloudy periods for comparison.

Peter Czerna
August 4, 2009 10:35 am

– I find the analogy in this article incomprehensible – and I am certainly no AGW-er. It seems to me that the last thing we should be talking about to explain the GHG effect is a blanket. The IR-hotspot analogy is not applicable IMO.
– The terrifying colors in the first of the two graphs represent ‘total linear CHANGE over 1958-1999’ according to the scale. The colors of the second graph represent ‘linear trend °C/decade’, whatever that is (no timeframe either).
What is being compared with what here?
Given the sloppiness we get from the AGW-ers, I think we should try and hold ourselves to a higher standard on this site.

Peter Czerna
August 4, 2009 10:36 am

…and the two graphs have different temperature scales – tut, tut.

August 4, 2009 10:40 am

Vincent, this has been resolved already: http://www.climateaudit.org/?cat=129
Santer claimed these two curves – http://blog.sme.sk/blog/560/195013/tropictrends.jpg – are basically the same, but even the last traces of flawed statistics disappeared when whole interval was used for testing, not just till 1999 as he deliberately did.
Actually, there is no proof of increased “greenhouse” effect: no hotspot, no decrease in outgoing IR radiation (which should occur if the “blanket” gets thicker). Even upper tropospheric water shows decrease during the last decades, which hints the opposite, but whether it is a response of self-regulating mechanism against increasing CO2 (per Miskolczi) or against strong solar cycles (this match for relative humidity 300-700mb is remarkable), nobody knows yet.

Nogw
August 4, 2009 10:41 am

Richard111 (10:17:29) : Maybe somebody could post some desert temperature ranges for clear air max/mins and also for cloudy periods for comparison.
That is a very good idea: real data from real environment.