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Understanding the relationship between climate and weather is important in climate science.

Here’s NASA:

The difference between weather and climate is a measure of time. Weather is what conditions of the atmosphere are over a short period of time, and climate is how the atmosphere “behaves” over relatively long periods of time.

And again:

Climate is the average of weather over time and space.

Who could argue with that succinct statement? Easy for all of us to understand.

Now Tamino, in his long running blog, says:

Time and time again, peoplewhodontagreewithus-ists try to suggest that the last 10 years, or 9 years, or 8 years, or 7 years, or 6 years, or three and a half days of temperature data establish that the earth is cooling, in contradiction to mainstream climate science…

Of course that raises an interesting question: how long a time span do we need to establish a trend in global temperature data? It’s sometimes stated that the required time is 30 years, because that’s the time span used most often to distinguish climate from weather. Although that’s a useful guide, it’s not strictly correct. The time required to establish a trend in data depends on many things, including how big the trend is (the size of the signal) and how big, and what type, the noise is…

Well, I agree with the statistical principles involved here. But his comment does raise a very interesting point.

Is the global temperature value measured for a year just noise on top of the climate signal?

If the global temperature value measured in 2009 is less than that measured in 2008 did the world actually cool that year (relative to 2008), or is it just noise ?

Digression on Noise and Signal

For those not so familiar with the technical terms it’s worth explaining signal and noise a little. Let’s choose a non-controversial topic and suppose we want to set up a radio communications link. We have a receiver which amplifies the tiny incoming radio signal so that we can hear it – or retransmit it – whatever we want to do with this signal.

The noise is the random element that get mixed in with the signal. In amplifiers they are frequently the random movement of electrons (that increase with temperature). In reception of the signal they are the other radio waves at similar frequencies that have been reflected, diffracted and otherwise distorted their way to your receiver.

In this case, noise is stuff that is NOT the signal. It threatens to stop you measuring your signal – or at least make it less accurate. Noise can have a systematic bias or it can be random. And in the real world of engineering problems, dealing with noise is often a significant problem to be solved.

Signal and Noise in Climate

We are thinking here specifically of the average global temperature. Often known by its acronym, GMST (global mean surface temperature).

What Tamino appears to be saying is that the temperature from year to year is just the “noise” on top of the climate (temperature) signal. Well we don’t want noise to upset our measurement so in that case we do need to call on statistical processes to give us the real signal.

But is it true? Is this the right way to look at it?

Other commentators and scientists have made a similar point.  Easterling’s paper Is the climate warming or cooling? submitted to GRL (2009) says:

Numerous websites, blogs and articles in the media have claimed that the climate is no longer warming, and is now cooling. Here we show that periods of no trend or even cooling of the globally averaged surface air temperature are found in the last 34 years of the observed record, and in climate model simulations of the 20th and 21st century forced with increasing greenhouse gases. We show that the climate over the 21st century can and likely will produce periods of a decade or two where the globally averaged surface air temperature shows no trend or even slight cooling in the presence of longer-term warming.

But there’s a very interesting paper in Current Opinion in Environmental Sustainability (2009) from Kevin Trenberth on the global energy budget. It’s worth paying close attention to what he has to say, and for anyone interested in the subject of the global temperature, read the whole paper. From the introduction:

The global mean temperature in 2008 was the lowest since about 2000 (Figure 1). Given that there is continual heating of the planet, referred to as radiative forcing, by accelerating increases of carbon dioxide and other greenhouses due to human activities, why is the temperature not continuing to go up? The stock answer is that natural variability plays a key role and there was a major La Nina event early in 2008 that led to the month of January having the lowest anomaly in global temperature since 2000. While this is true, it is an incomplete explanation.

In particular, what are the physical processes? From an energy standpoint, there should be an explanation that accounts for where the radiative forcing has gone. Was it compensated for temporarily by changes in clouds or aerosols, or other changes in atmospheric circulation that allowed more radiation to escape to space?

Was it because a lot of heat went into melting Arctic sea ice or parts of Greenland and Antarctica, and other glaciers? Was it because the heat was buried in the ocean and sequestered, perhaps well below the surface? Was it because the La Nina led to a change in tropical ocean currents and rearranged the configuration of ocean heat?

Perhaps all of these things are going on?

Interesting.

Trenberth is saying that we need to understand what happens to the global energy “account” in shorter time periods than decades. In fact, it’s essential. Because if we don’t know whether the earth warms or cools in one year, there might be important aspects of the climate that we haven’t understood in sufficient detail – or we aren’t measuring in sufficient detail. And if the earth has warmed but we don’t know where the energy actually is that is a problem to be solved as well.

All of which leads to the inescapable conclusion that the average global temperature value for one year is not “noise”. It is the “signal”. (See the technical note on temperature measurement at the end of this post)

After all, if there is a radiative imbalance in the earth’s climate system such that we take more energy in than we radiate out it must be warming. But if this energy is not being stored somewhere then the earth hasn’t warmed in that year. In fact, if there is less heat in the climate system, we radiated out more than we received in. There isn’t some secret place that is storing it all up.

Roger Pielke Sr has made that point (probably many times).

What I’m not saying is that earth is on a long term cooling trend. And I’m definitely not saying that the cold weather yesterday means the earth is cooling.

But if the global temperature in one year is cooler than the global temperature in the previous year then the earth has cooled. It’s not noise.

It’s only noise if we can’t measure temperature accurately enough to be sure whether the temperature has gone up or down.

Possibly I have misunderstood Tamino. I did post a comment on this topic to his recent blog post (twice) but possibly due to a moderating snafu, or possibly because there were much more important questions to be answered, it didn’t get published.

Conclusion

As NASA says, the climate is the average of the weather.

Monthly and annual averages of specific values like temperature and total heat stored in the climate system can change in apparently random ways. But that doesn’t mean that these changes don’t reflect real changes in the system.

I can draw a trend line through a longer time series and show lots of deviations from the trend line. But that doesn’t give some kind of superior validity to the trend line. I could take 10000 years of climate data and show that 100 year periods are just noise.

What is the climate doing? It’s apparently random, but actually always changing. Over the last 40 years it has warmed. For the more recent shorter period that Trenberth covered, it cooled. Over the last 20,000 years it has warmed. Over the last 10 million years it has cooled.

If there’s less heat in the earth’s climate at the end of 2010 compared with 2009, the planet will have cooled. And if there’s more heat at the end of 2010 compared with 2009, the planet will have warmed. Not noise, it really will have changed.

Why the total heat stored goes up and down, and how that heat is distributed is at the heart of the complex subject known as climate science.

Technical Note

More on this on a later post, but as many physicists will point out, taking the average temperature around the world is a little odd. That might seem strange – how else can you see whether the world is warming???

As a thought experiment, if you have 5 places to measure temperature, nicely distributed, the average temperature,

Tav = T1 + T2 + T3 + T4 + T5.

But it’s not really meaningful. T1 might be measured in a big lake – and water stores a lot of energy per unit volume. T2 might be measured on a big piece of plastic and be storing almost no energy.

Adding up these different numbers and dividing by the number of measurements is not really a useful number. Sure if you keep calculating this same average it kind of gives you a clue where things are headed. But it could be misleading. The piece of plastic might go up 10°C and the lake might go down 5°C so the average has gone up. But the total heat in the system will have gone down.

Two more useful methods would be:

  1. Sum up the energy actually stored -as Trenberth does in his paper – but it’s tougher
  2. Average the fourth power of the temperatures – T4

Energy is radiated out as the fourth power of temperature, so averaging this value gives you more idea how much energy the system is radiating – as a proxy for the energy changes in the system. It’s easy to show that global average temperature can go up while total radiated energy is going down. Just have the colder places heat up more than the warmer places cool down and Tav increases while T4av decreases. More on this in another post.

Understanding the Flaw

The debate about climate change is a very polarized one.

Understanding the points of view of people who disagree with you is essential to making progress. Even more importantly, you should understand the arguments that summarize the best of the opposite point of view.

Much that is written in the general media is the “polarized view”. So here is a wonderful open letter from a climate scientist that sums up a “skeptical” point of view in a humble way. Emphasis added.

I would add that the view presented is also the point of view of this blog. Standing on the shoulders of giants..

=====================

Date: Mon, 07 Dec 2009 08:28:38 -0700
From: Petr Chylek
To: Climate@lanl.gov, energy@lanl.gov, isr-all@lanl.gov, ees-all@lanl.gov

Dear Climate People:

FYI below is a letter that I sent on Saturday to about 100 top climate research experts including Jim Hansen, Steve Schneider, Phil Jones (UK) and other superstars. Till now I got 14 replies which are about 50/50 between supporting of what I said and defense of the IPCC process.

Greetings,
Petr

=====================

Open Letter to the Climate Research Community

I am sure that most of you are aware of the incident that took place recently at the University of East Anglia’s Climatic Research Unit (CRU). The identity of the whistle-blower or hacker is still not known.

The selected release of emails contains correspondence between CRU scientists and scientists at other climate research institutions. My own purely technical exchange of emails with CRU director Professor Phil Jones is, as far as I know, not included.

I published my first climate-related paper in 1974 (Chylek and Coakley, Aerosol and Climate, Science 183, 75-77). I was privileged to supervise Ph. D. theses of some exceptional scientists – people like J. Kiehl, V. Ramaswamy and J. Li among others. I have published well over 100 peer-reviewed papers, and I am a Fellow of the American Geophysical Union, the Optical Society of America, and Los Alamos National Laboratory. Within the last few years I was also honored to be included in Wikipedia’s blacklist of “climate skeptics”.

For me, science is the search for truth, the never-ending path towards finding out how things are arranged in this world so that they can work as they do. That search is never finished.

It seems that the climate research community has betrayed that mighty goal in science. They have substituted the search for truth with an attempt at proving one point of view. It seems that some of the most prominent leaders of the climate research community, like prophets of Old Israel, believed that they could see the future of humankind and that the only remaining task was to convince or force all others to accept and follow. They have almost succeeded in that effort.

Yes, there have been cases of misbehavior and direct fraud committed by scientists in other fields: physics, medicine, and biology to name a few. However, it was misbehavior of individuals, not of a considerable part of the scientific community.

Climate research made significant advancements during the last few decades, thanks to your diligent work. This includes the construction of the HadCRUT and NASA GISS datasets documenting the rise of globally averaged temperature during the last century. I do not believe that this work can be affected in any way by the recent email revelations. Thus, the first of the three pillars supporting the hypothesis of manmade global warming seems to be solid.

However, the two other pillars are much more controversial. To blame the current warming on humans, there was a perceived need to “prove” that the current global average temperature is higher than it was at any other time in recent history (the last few thousand years). This task is one of the main topics of the released CRU emails. Some people were so eager to prove this point that it became more important than scientific integrity.

The next step was to show that this “unprecedented high current temperature” has to be a result of the increasing atmospheric concentration of carbon dioxide from the burning of fossil fuels. The fact that the Atmosphere Ocean General Circulation Models are not able to explain the post-1970 temperature increase by natural forcing was interpreted as proof that it was caused by humans. It is more logical to admit that the models are not yet good enough to capture natural climate variability (how much or how little do we understand aerosol and clouds, and ocean circulation?), even though we can all agree that part of the observed post-1970 warming is due to the increase of atmospheric CO2 concentration. Thus, two of the three pillars of the global warming and carbon dioxide paradigm are open to reinvestigation.

The damage has been done. The public trust in climate science has been eroded. At least a part of the IPCC 2007 report has been put in question. We cannot blame it on a few irresponsible individuals. The entire esteemed climate research community has to take responsibility. Yes, there always will be a few deniers and obstructionists.

So what comes next? Let us stop making unjustified claims and exaggerated projections about the future even if the editors of some eminent journals are just waiting to publish them. Let us admit that our understanding of the climate is less perfect than we have tried to make the public believe. Let us drastically modify or temporarily discontinue the IPCC. Let us get back to work.

Let us encourage students to think their own thoughts instead of forcing them to parrot the IPCC conclusions. Let us open the doors of universities, of NCAR, NASA and other research institutions (and funding agencies) to faculty members and researchers who might disagree with the current paradigm of carbon dioxide. Only open discussion and intense searching of all possibilities will let us regain the public’s trust and move forward.

Regards,
Petr Chylek

Back in the day, the IPCC published its 3rd assessment report and declared a high confidence in the science of doom – humans have caused the unprecedented modern warming and the future is very bleak.

In their view the science was well enough understood that climate models could be relied upon – especially as they predicted the past so nicely.

As well as their Summary for Policymakers they also published a Complete Report. It’s a very informative document and runs to just under 800 pages in 14 chapters, not including appendices. Worth a read for the serious student.

Chapter 5 examines the role of aerosols, which they introduced in Chapter 1 (p.93):

The effect of the increasing amount of aerosols on the radiative forcing is complex and not yet well known. The direct effect is the scattering of part of the incoming solar radiation back into space. This causes a negative radiative forcing which may partly, and locally even completely, offset the enhanced greenhouse effect. However, due to their short atmospheric lifetime, the radiative forcing is very inhomogeneous in space and in time.

This complicates their effect on the highly non-linear climate system. Some aerosols, such as soot, absorb solar radiation directly, leading to local heating of the atmosphere, or absorb and emit infrared radiation, adding to the enhanced greenhouse effect.

Aerosols may also affect the number, density and size of cloud droplets. This may change the amount and optical properties of clouds, and hence their reflection and absorption. It may also have an impact on the formation of precipitation. As discussed in Chapter 5, these are potentially important indirect effects of aerosols, resulting probably in a negative radiative forcing of as yet very uncertain magnitude.

(My emphasis added). A few snippets of interest from chapter 5, which runs to 60 pages:

p. 304, Under Summary of Main Uncertainties Associated with Aerosol Sources and Properties

Perhaps the most important uncertainty in aerosol properties is the production of cloud condensation nuclei (Section 5.3.3).

Earlier they lead up to cloud condensation nuclei being the tricky part – with the other bits being easier? p291-2:

..  An analysis of the contributions of the uncertainties in the different factors needed to estimate direct forcing to the overall uncertainty in the direct forcing estimates can be made. This analysis leads to an overall uncertainty estimate for fossil fuel aerosols of 89% (or a range from –0.1 to –1.0 Wm–2) while that for biomass aerosols is 85% (or a range from –0.1 to –0.5 Wm–2 ).

..  An analysis of the contributions of the uncertainties in the different factors needed to estimate indirect forcing of the first kind can be made. This analysis leads to an overall uncertainty estimate for indirect forcing over Northern Hemisphere marine regions by fossil fuel aerosols of 100% (or a range from 0 to −2.8 Wm–2).

..  The indirect radiative effect of aerosols also includes effects on ice and mixed phase clouds, but the magnitude of any indirect effect associated with the ice phase is not known. It is not possible to estimate the number of anthropogenic ice nuclei at the present time. Except at very low temperatures (<−40°C), the mechanism of ice formation in clouds is not understood. Anthropogenic ice nuclei may have a large (probably positive) impact on forcing.

So clearly the science was settled back in 2001.

(By the way, I think the scientists who put chapter 5 together did a great job and have clearly been hard at work trying to understand an extremely complex subject).

Of course, science moves forward so let’s take a great Six Year Leap to 2007 and the 4th Assessment Report.

What do we find? First let’s note that the radiative equivalence of the anthropogenic increase in CO2 is around 1.7 Wm–2 (the radiative equivalence can view the CO2 increase as if it was an equivalent amount of radiation from the sun).

p29:

Direct aerosol radiative forcing is now considerably better quantified than previously and represents a major advance in understanding since the time of the TAR, when several components had a very low level of scientific understanding. A total direct aerosol radiative forcing combined across all aerosol types can now be given for the first time as –0.5 ± 0.4 Wm–2, with a medium-low level of scientific understanding.

(My italics). Note that one aspect of aerosols is somewhere between no effect and cancelling out half the anthropogenic CO2 warming.

p30:

Anthropogenic aerosols effects on water clouds cause an indirect cloud albedo effect (referred to as the first indirect effect in the TAR), which has a best estimate for the first time of –0.7 [–0.3 to –1.8] Wm–2

And the other key climate impact of aerosols is somewhere between not much and cancelling out all of the anthropogenic CO2 warming.

Thank goodness we now have a much better understanding of aerosols from 2001 when we knew for sure that humans had caused – and would continue to cause – significant warming.

Now we can quantify the aerosol effect, we know that they either do nothing or completely cancel out anthropogenic global warming. Back in 2001, we didn’t have to let that dent our confidence!

Just as a little footnote, those IPCC skeptics had to try and calculate error bars, but at such a low level of scientific understanding the error bars themselves might be in question.

And another footnote, I used the “Report accepted by Working Group I of the Intergovernmental Panel on Climate Change but not approved in detail” because I downloaded this when it was first released in 2007.

[Note: This article was significantly updated August 5th, 2010. Therefore, many comments became obsolete, or at least proved their worth, by encouraging an update]

If there’s one area that often seems to catch the imagination of many who call themselves “climate skeptics”, it’s the idea that CO2 at its low levels of concentration in the atmosphere can’t possibly cause the changes in temperature that have already occurred – and that are projected to occur in the future. Instead, the sun, that big bright hot thing in the sky (unless you live in England), is identified as the most likely cause of temperature changes.

Argument from Inconceivability

I personally find it hard to believe that we are hurtling through space at 67,000 miles per hour on a big spinning rock. It doesn’t feel like it. (Actually that’s just the speed that we orbit the sun, and the sun is moving as well, so its more complicated..)

And is this table (you can’t see my table, but any table will do) really made of tiny atoms but science claims it’s mostly space between the little balls? What? Not likely.

Satire over.

For science, personal experience and imagination are not the deciding factors. They lead you astray. Instead, investigation of phenomena lead to hypotheses, experiments and eventually “theories” – as well-established science “facts” are known. Your intuition might be great for understanding people’s motivations, or whether a person can run 100m in 3 seconds, but not so great for the energy absorption characteristics of invisible molecules.

Let’s look at the science.

How do we analyze the Earth’s Climate?

It’s a tricky problem. And like most tricky science problems we start with some simplications. We analyze a simplified model and see where that gets us. Like, how does this simple model compare to reality? And how do we verify the results from the simplified model if the reality is so much more complicated?

Read on, it’s a journey.

Energy from the Sun

The sun is our source of heat. We are 150 million km from the sun, so how does that heat energy get here?

There are 3 mechanisms for heat transfer – conduction, convection and radiation. It’s a vacuum between the sun and the earth so energy from the sun can only arrive here through radiationWhat does that radiation look like? A “body” emits radiation across a spread (a “spectrum”) of wavelengths, in a way that depends on that body’s temperature.

The fact that the wavelengths of the energy emitted vary with temperature is a key point, essential for understanding this aspect of climate science.

Here’s a few samples – each color represents a different temperature object. The blue line is a body at 5000K = 4727°C (8540°F).

Blackbody radiation

Energy intensity versus wavelength for different temperature objects

For those new to the subject, K (“Kelvin”) is absolute temperature. It tracks degree Centigrade/Celsius one for one, but whereas °C starts at the freezing point of water, K starts at, well, absolute zero.

So 0°C = 32°F = 273K;  and  -273°C = -459°F = 0K

There are reasons why this temperature scale exists, but let’s just leave it at that.

So if you look at the graph you can see that the higher the temperature, the higher the total energy (which everyone would expect) and the lower the wavelengths of the peak energy.

At the end of the post I’ll show some maths, but many people don’t want to see any equations. Just as a preview, total energy is proportional to the 4th power of absolute temperature. Double the temperature and the energy goes up by 16 times.

And it’s worth stating as well at this point, none of this is in question. It’s reproduceable, non-controversial thermodynamics – a branch of physics. You can reproduce it in the lab and measure it everywhere in the real world.

Energy from the Earth

Now the earth also emits radiation according to the same formula. If the earth isn’t heating up or cooling down the energy absorbed will be equal to the energy emitted. (And we’ll leave discussions about how we know whether the earth is heating up and exactly what that means for another day).

If you do the maths (see the end of the post), you find that the equations say that the earth should be about -18°C (255K) when in fact it is an average +15°C across the globe. What’s going on?

First let’s look at the energy from the earth and sun on the same graph. The sun has a surface temperature of 5780K:

What’s happened to the earth’s radiation? It can barely be seen on a linear plot, it is so small in comparison. However, this is at source – picture a spaceship parked just off the surface of the sun taking the measurements.

By the time the solar radiation has reached the earth it has reduced in intensity by a factor of around 46,000 (see the Inverse Square Law or The Sun and Max Planck Agree – Part Two):

Here is a comparison of solar radiation (the 5780K curve) at the top of the atmosphere, compared with a few terrestrial radiation curves for 260K (-13°C) though to 300K (27°C). Note that it is a logarithmic plot.

Here is a linear plot of the same for comparison:

Notice how the wavelength of the peak value of radiation shifts to the right as the source of the radiation gets colder. The typical value for the earth is 10μm, while for the sun it is 0.5μm.

 

What’s great about the graph is you can see clearly how the radiation from the sun can be easily discriminated from the radiation from the earth. There’s no complicated deductive work, if you measure radiation below 4μm, you know it came from the sun, no matter how many things it bounced off in the meantime. If you measure radiation above 4μm, you know it’s generated by the terrestrial system.

Check out The Sun and Max Planck Agree and The Sun and Max Planck Agree – Part Two for more on this subject.

What does this mean? It means that we can confident of the amount of energy:

  1. Arriving from the sun at the top of atmosphere and at the surface
  2. From the sun that is reflected back into space by the atmosphere or the earth’s surface
  3. Emitted by the earth

How do we work out 3)? We have satellites in space that look at the energy coming from the earth’s surface in the longer wavelengths that correspond to the lower temperatures of the earth’s surface.

And the climate science convention is to call the energy less than 4μm: short wave radiation and the energy greater than 4μm:  long wave radiation.

Note that “infrared” is radiation greater than 0.7μm – a different term than “longwave”.

Energy Absorbed by Gases in the Atmosphere

Let’s look at some more standard science.

Each gas in the atmosphere has different absorption characteristics, which vary according to the wavelength of the radiation. In detail it is very complex, but here is a broad overview of total absorption:

 

 

Absorption of different wavelength radiation in the earth's atmosphere

Absorption of different wavelength radiation in the earth’s atmosphere

Note that the horizontal axis is a logarithmic scale. The vertical axis shows “opacity” or what proportion of the energy is absorbed by the atmosphere. I picked this graph because you can easily see where the visible light fits in. What you should notice is how much radiation is actually absorbed by the atmosphere. This graphic is a bit too simplistic.

Here’s solar radiation at the top of atmosphere, and at the surface:

 

From Vardavas & Taylor (2007)

From Vardavas & Taylor (2007)

The lighter color is what we observe at the earth’s surface, while the darker surrounding is the observation of solar radiation by satellite. The difference is absorption by various molecules in the atmosphere and you can see from the annotation which gases absorb at which wavelength.

Here is a measurement of outgoing longwave radiation (terrestrial radiation) measured by satellite at the top of the atmosphere:

Outgoing longwave radiation at TOA, Taylor (2005)

Outgoing longwave radiation at TOA, Taylor (2005)

For those new to this kind of graph, they are usually shown in “wavenumber” rather than wavelength. It’s not important at this stage except to note that the longer wavelengths are to the left and the shorter wavelengths are to the right.

The reason for picking this measurement to show is that the emission curves for typical temperatures of the earth’s surface are shown overlaid. The highest one is 275K or 2°C. The surface of the earth emits radiation very close to the blackbody shape (see The Dull Case of Emissivity and Average Temperatures) but by the time the radiation leaves the earth’s atmosphere that isn’t what we see.

Here is another example, this time with a theoretical calculation (overlaid and displaced for comparison) which is something covered much later in this series:

Measured and theoretical spectra, from Goody & Yung (1989)

Measured and theoretical spectra, from Goody & Yung (1989)

Click for a larger view

On this spectrum, the authors have noted the reduced areas of outgoing radiation and marked CO2, H2O, O3 (ozone) and CH4 (methane).

How do they know these gases are the cause?

And what effect does it really have?

Measurements in the Lab

Scientists have been measuring the absorption characteristics of each gas in the atmosphere at different wavelengths for many decades.

Here is a good summary of the main absorption bands:

The last bottom line shows the total in the atmosphere. You might notice that N2 (nitrogen) doesn’t show up. Is climate science ignoring this important gas? No – nitrogen absorbs almost nothing, for reasons that are touched on in Part Two. We can say that nitrogen is transparent to solar and terrestrial radiation.

You will also notice that O2 and O3 (oxygen and ozone) are shown. There is a chemical cycle in the upper atmosphere called the Chapman cycle which is responsible for generating ozone. In the very short wavelengths – below 0.3μm – oxygen and ozone both absorb solar radiation. In the longer wavelengths, ozone absorbs around 9.6μm. Oxygen doesn’t absorb at all in longwave – it is also (like nitrogen) transparent to terrestrial radiation.

What you can’t tell from the chart above is how influential each of the gases is in terms of total energy absorbed. That is a much more complex challenge – covered in later articles (but it isn’t as simple as the ratio of each of the absorbing gases in the atmosphere).

Before we leave the subject of absorption, it’s worth showing some lab measurements – from the HITRANS database. This might help see the main characteristics of CO2 and water vapor as well as the complexity.

First the main characteristics on a linear graph:

From the HITRANS 2008 database, via spectralcalc.com

From the HITRANS 2008 database, via spectralcalc.com

You can see that CO2 has high absorption around 15μm and water vapor around 6.3μm.

Now on a log plot – this shows the complexity – but note that each horizontal line represents a factor of 100. O2 and N2 are included at the bottom for comparison:

From the HITRANS 2008 database from spectralcalc.com

From the HITRANS 2008 database from spectralcalc.com

Note the vertical scale for N2 and O2 – even at their peak they absorb less than a billionth the radiation of CO2 and water vapor.

What Effect Does it Have?

Outside the world of atmospheric physics there is a lot of confusion about some thermodynamics basics. There are many articles on this blog that address those specific points (checkout the Roadmap) and there is no way to cover all of the misconceptions in this article – without it being 100 pages long..

As the surface of the earth heats up from the solar radiation absorbed, it in turn emits radiation – as shown in the 3rd and 4th graphs above.

If the atmosphere didn’t absorb any of this radiation then we would measure a spectrum like one of the Planck curves (as they are known). Instead we see large “chunks” (to use a non-technical term) of energy removed by the time the radiation leaves the atmosphere – “chunks” corresponding to water vapor, CO2 and ozone (as well as a number of other gases). And the larger the “chunk”, the more energy has been absorbed by the corresponding gas from the radiation.

When the atmosphere absorbs radiation it heats up. The absorbed energy is shared thermally via collisions with all other gas molecules, so the whole atmosphere in that region heats up. And the gases like CO2 and water vapor emit radiation – more emission as they increase in temperature.

The atmosphere, once heated up, radiates equally in all directions. Some of this is downward. Here is a measured spectrum at the earth’s surface:

Wisconsin, Ellingson & Wiscombe (1996)

Wisconsin, Ellingson & Wiscombe (1996)

As you can see, the emission of radiation measured at the earth’s surface corresponds to the missing sections at the top of the atmosphere. See The Amazing Case of “Back-Radiation” and The Amazing Case of “Back Radiation” – Part Two.

Note: If a gas can absorb 15μm radiation it can also emit 15μm radiation. If a gas can’t absorb 15μm radiation it also can’t emit at that wavelength.

The energy radiated by the atmosphere which is received at the earth’s surface increases the temperature at the surface. (See The Amazing Case of “Back Radiation” – Part Three).

Although many people have become confused with imaginary second laws of thermodynamics to believe that this can’t happen, here is the easy way to understand the problem:

If we average the incoming solar radiation that is absorbed by the earth’s climate over the surface of the earth we get around 239 W/m2. (See The Earth’s Energy Budget – Part One).

If we average the outgoing longwave radiation from the top of atmosphere we get the same value: 239 W/m2.

If the atmosphere didn’t absorb any terrestrial radiation then the surface of the earth must also be emitting 239 W/m2.

The only way that the surface of the earth could emit this amount is if the temperature of the earth was around 255K or -18°C.

And yet we measure an average surface temperature of around 15°C – an emission of radiation of 396 W/m2. (See note 1).

If the atmosphere wasn’t absorbing and re-radiating longwave then the surface of the earth would be -18°C. This is the inappropriately-named “greenhouse” effect (and note that I haven’t used a greenhouse to demonstrate anything).

Conclusion

The question asked at the start was “Is CO2 an insignificant trace gas?” and the answer is no.

CO2 and water vapor are very significant in the earth’s climate, otherwise it would be a very cold place.

What else can we conclude? Nothing really, this is just the starting point. It’s not a sophisticated model of the earth’s climate, it’s a “zero dimensional model” or “billiard ball model” which takes a very basic viewpoint and tries to establish the effect of the sun and the atmosphere on surface temperature. It doesn’t look at feedback and it’s very simplistic.

Climate is a complex subject. Hopefully this explains some basics and we can start looking a little deeper in subsequent posts.

More in this series

Part Two – why different gases absorb different amounts of energy, why some gases absorb almost no longwave radiation

Part Three – the Beer Lambert model of absorption and the concept of re-emission of radiation

Part Four – band models and how transmittance of CO2 changes as the amount of CO2 increases under “weak” and “strong” conditions

Part Five – two results from solving the 1-d equations – and how CO2 compares to water vapor

Part Six – Visualization -what does the downwards longwave radiation look like at the earth’s surface

Part Seven – The Boring Numbers – the values of “radiative forcing” from CO2 for current levels and doubling of CO2.

Part Eight – Saturation – explaining “saturation” in more detail

CO2 Can’t have that Effect Because.. – common “problems” or responses to the theory and evidence presented

Other later series covering similar material

Visualizing Atmospheric Radiation – a lot more detail on how radiation travels through the atmosphere, and how it is absorbed and re-emitted by various “greenhouse” gases

Atmospheric Radiation and the “Greenhouse” Effect

The Maths

The Stefan-Boltzmann Law states:

j = εσT4

Where

j = total energy radiated per unit area per unit time
ε = emissivity, ranging from 0 to 1, where 1 is a perfect black body
σ = the Stefan Boltzmann constant, 5.67 x 10-8
T = temperature in K

The effective temperature of the sun is 5780K, its emissivity is quite close to 1, and so it radiates 6.3 x 107 W/m2

As the sun is a long way from the earth, its radiation by the time it reaches the earth is reduced according to Inverse Square Law.

The radius of the sun, rsun = 696 x 106m

Distance from the sun to earth,  ao = 1.5×1011 m (150 million km)

Therefore the solar radiation is reduced by a factor of (1.5×1011/(696 x 106)2 = (215)2 = 46,225. Therefore, the solar radiation reaching the earth’s atmosphere = 6.3 x 107 / 46,225 = 1360 W/m2.

And from measurement by satellite we get 1367 W/m2.

Now we have to note two important facts:

  • Some of the solar radiation is reflected
  • The sun isn’t directly above all points on the earth at the same time

So how much energy is actually absorbed by the climate system?

The measured proportion of reflected solar radiation is 30% – we call this the albedo.

To work out the effect of the day and night and different angles of solar radiation sounds tricky but it’s actually an easy problem. The solar radiation from a long way away hits a disc of area = πr². But the surface of a sphere is 4πr² – (see The Earth’s Energy Budget – Part One for a fuller explanation). Therefore, to calculate the energy absorbed by the climate system averaged over the surface of the earth we can just divide by 4:

Esolar = 1367 x (1 – 0.3) / 4 = 239 W/m²

If the earth is not heating up or cooling down then the earth’s climate system must also be emitting radiation at the same rate.  Note that these are global annual averages.

If there was no absorption of surface radiation by the atmosphere then the surface radiation would also be – on average – 239 W/m².

What temperature of the earth’s surface does this correspond to?

Remember the equation at the start of the maths section: j = εσT4
Rearranging to solve, T = (j/εσ)1/4

The emissivity of the earth is very close to 1 (see The Dull Case of Emissivity and Average Temperatures), therefore:

T = 255K or -18°C

Given that we actually experience much higher temperatures on the surface of the earth, we need an explanation. This can be found in the inappropriately-named “greenhouse gases”, which include water vapor, CO2 and methane (CH4).

When the earth emits its longwave radiation, these gases absorb energy and then re-emit, so that the earth’s energy doesn’t just fly off into space but instead it’s absorbed and re-transmitted, some of it back down to earth.

The “greenhouse gases” heat the earth’s surface up approximately 33°C higher than it would be otherwise.

Note 1:

There is a lot of confusion about the use of average temperatures in this approach to explaining the role of CO2 and water vapor in the atmosphere.

Calculating an average temperature has a lot of issues, as explained in Why Global Mean Surface Temperature Should be Relegated, Or Mostly Ignored. However, the explanation above doesn’t rely in any way on the arbitrary construct of average temperatures.

I simply used average temperatures to help newcomers visualize the issue more clearly. If I say that the earth’s average temperature should be -18°C everyone knows that I am wrong. If I say that the emission of surface radiation should be 239 W/m² who would know?

The use of energy per m² also confuses – the poles are colder, the equator is hotter – maybe the averages have lost something important. Once again, the averages just make it easier to understand. However, for those readers convinced that there is a problem in comparing average values, we can calculate the total energy:

Total solar energy absorbed globally annually = solar “constant” x (1 – albedo) x surface area the solar radiation irradiates x number of seconds in a year

Total energy = 1367 W/m²  . (1 – 0.3) . πre² . 365.24.3600 = 3.8 x 1024 J

where re = radius of the earth = 6.37 x 106m.

How much energy does the surface of the earth radiate? Well, it can be calculated from the global temperature database and the Stefan-Boltzmann law.

This was done in Earth’s global energy budget, Trenberth and Kiehl, Bull. Amer. Meteor. Soc. (2009). They expressed the number as an global annual average – 396 W/m². We can simply multiply it back up the same way – using the surface area of the earth – to get

Total energy radiated from the surface = 396 x 4πre² . 365.24.3600 = 6.4 x 1024 J

Now there are no averages and no temperatures involved, but the same fundamental issue – the incoming and outgoing radiation balance at the top of the atmosphere, but the energy leaving from the surface of the earth is much higher than the incoming solar energy.

The absorption and re-radiation by “greenhouse” gases in the atmosphere is responsible.

If your library has a copy of the 1991 IPPC First Assessment Report, you should take a look at the section on historical climate. It has a graph of temperature reconstruction for the last 1,000 years or so. It corresponds to what you find in every other standard work before 2000. Like this one:

Temperature Reconstruction of the last 1000 years

From "Holmes' Principles of Physical Geology" 4th Ed. 1993

(You can’t get the 1991 IPCC report online, although you can see subsequent reports).

Now take a look at the IPCC Third Assessment Report from 2001 (the “TAR”). In chapter 2, on page 134 you see this temperature reconstruction:

From IPCC Third Assessment Report

Whew! How did that happen?

It’s possible that this is science progress – new research uncovers new data and overturns old paradigms. Decades of work and hundreds of peer-reviewed papers did produce the consensus you see in the first graph. Maybe they were wrong.

This isn’t the place to write about the Hockey Stick debate, as its known. You can read about it for days – weeks even – and honestly, it’s probably worth every minute.

One place to start is with the Wegman report, one cherry-picked extract: “Overall, our committee believes that Mann’s assessments that the decade of the 1990s was the hottest decade of the millennium and that 1998 was the hottest year of the millennium cannot be supported by his analysis.”

Edward J. Wegman analyzed the Mann et all 1998 paper – the paper upon which the IPCC based its new temperature reconstruction. But don’t take my cherry-picked word for it, read the whole thing for your yourself, make up your own mind.

And while we are on that subject, Wegman might well have great stature in the science community, but you have to judge for yourself, after all he’s not infallible. Other links for the hockey stick debate: the wonderful people at Real Climate, “Climate Science from Climate Scientists“; and Climate Audit (the link is a new mirror site, it just got overloaded due to popularity). Real Climate includes Michael Mann – no, not the director of Heat with Pacino and De Niro – he’s the author of the controversial 1998 paper that started the whole debate. And Climate Audit is run by Steve McIntyre, whose joint investigation with Ross McKitrick got the whole debate finally kicked into the hands of the NAS and Edward J. Wegman.

The history of our climate has a huge impact on the science of climate.

Here’s a climate reconstruction of the last 1,000,000 years:

Last 1M years of global temperatures

From "Holmes' Principles of Physical Geology" 4th Ed. 1993

And a focus on the last 150,000 years from the same work:Eemian Interglacial reconstruction

Here’s a comment from this reference work (Holmes) in respect of these reconstructions:

The recent past has known dramatic and fundamental changes of climate and environment which have affected the whole Earth, from the top of the highest mountains to the bottom of the deepest oceans. Morever, many of these changes have occurred at surprising speeds. Although the Earth’s environment may now be changing in response to human activities, even without them, rapid and dramatic changes in the environment would occur quite naturally.

(Emphasis added)

The earth’s recent history and its implications will be an important theme of this blog.

A note for those new to temperature history. Proper temperature measurement on a worldwide basis only goes back into the second half of the 19th century. And the longest temperature series (from Central England) only goes back to the mid 17th century. So all attempts to measure the past history of our climate rely on proxies. Temperature proxies include ice core data and tree rings. Proxies aren’t like perfect thermometers and the further you go back the more difficult the analysis becomes.

In the cause of science and the spirit of balance I think the IPCC should display the million year temperature reconstruction prominently in its next assessment report.

Sharp-eyed observers will think this unlikely to happen.