Diving into the Deeps of Decarbonization

[UPDATE: Comment from Anthony: There has been a tremendous amount of discussion and dissent on this topic, far more than I ever would have imagined. On one hand some people have said in comments that Willis has completely botched this essay, and the Kaya identity holds true, others are in agreement saying that the way the equation is written, the terms cancel and we end up with CO2=CO2. It would seem that the cancellation of terms is the sort of thing that would rate an “F” in a simple algebra test. But, I think there’s room for both views to be right. It seems true that *technically* the terms cancel, but I think the relationship, while maybe not properly technically equated, holds as well. Here is another recent essay that starts with Willis’ premise, where CO2=CO2 and expounds from there. See: What is Kaya’s equation?

Further update (modified 3AM 7/12/14): Willis has posted his response in comments, and due to my own travels, I have not been able to post it into the body of the message until several hours later, see it below. – Anthony]

Guest Post by Willis Eschenbach

pathways to deep decarbonizationAnother day, another new piece of mad garbage put out by the UN. It’s called “pathways to deep decarbonization”, all in lower case (8 Mb PDF). Their proposal is to get CO2 emissions down to zero.  I didn’t get far into it before I cracked up laughing and lost the plot.

It starts with the following definition:

Deep decarbonization requires a very significant transformation of energy systems. The ultimate objective of this transformation is to phase out fossil fuel combustion with uncontrolled CO2 emissions. Only fossil fuels in conjunction with CCS [carbon capture and storage] would remain.

But that wasn’t the funny part. That was just depressing. The funny part came later.

Now, out here in the real world the most charitable way to describe this lunacy of forcing the nations of the world to give up fossil fuels is to … to … well, now that I think about it, there is no way to describe this as anything but a pathetic joke which if implemented will cause untold economic disruption, disaster, and death.

In any case, in order to figure out how to “phase out fossil fuel combustion”, they go on to describe what they call the “principal drivers” of CO2 emissions, viz:

The simplest way to describe the deep decarbonization of energy systems is by the principal drivers of energy-related CO2 emissions—for convenience, since the focus of this chapter is on energy systems, we simply refer to them as CO2 emissions. CO2 emissions can be expressed as the product of four inputs: population, GDP [gross domestic production] per capita, energy use per unit of GDP, and CO2 emissions per unit of energy:

CO2_{emissions} = Population * \frac{GDP}{Population} * \frac{Energy}{GDP} * \frac{CO2_{emissions}}{Energy}

That was where I lost it …

Now, at first glance that looks kind of reasonable. I mean, emissions must go up with population and with GDP per capita, and go down with energy efficiency.

Here’s why I laughed. Lets apply the usual rules of math to that equation. We know that if a variable occurs both on the top and bottom of a fraction, we can cancel it out. Starting from the left, Population on the top cancels Population on the bottom. Then GDP on the top cancels GDP on the bottom. Then Energy on the top cancels Energy on the bottom … and we’re left with …

CO2_{emissions} = CO2_{emissions}

Pretty profound, huh? CO2 emissions are equal to CO2 emissions. Who knew?

OK, now let’s build their equation back up again. But instead of using gross domestic production (GDP), we’ll use gross beer production (GBP) instead.

CO2_{emissions} = Population * \frac{GBP}{Population} * \frac{Energy}{GBP} * \frac{CO2_{emissions}}{Energy}

Note that this is identical to and equally as valid as their whiz-bang equation, in that it simplifies down to the same thing: CO2 emissions = CO2 emissions.

And as a result, the clear conclusion from my analysis is that the best way to fight the evil menace of CO2 is to figure out a way to make beer using less energy …

Now, there’s a carbon reduction program I could get behind.

Best wishes to all,

w.

The Usual Request: If you disagree with someone, please quote the exact words you disagree with. This prevents misunderstandings, and lets us all understand your objection.

PS—Due to a cancelled flight, I’m stuck here in a hotel in LA on my way back from the Ninth International Climate Change Conference, which I’ll write about another time, and sitting in my hotel room wishing I were home. Not much to do but read boring UN documents … at least this one was funny.

PPS—Although it’s not mentioned in the document, their goofy equation is known as the “Kaya Identity“. Apparently, the number of innumerate people on the planet is larger than I had feared.

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

Willis Eschenbach says:

Well, yesterday was a long day. Up early to get to the airport, and this time the flight actually flew. Go deal with the rental car. Roll on home.

Then change clothes, I’d spent the night without luggage. Hang out with the gorgeous ex-fiancee and catch up. Put in a load of wash. Put the trash in the trash bin, the recyclables in their bin, the kitchen scraps in the garden waste bin. Roll all three of them up the driveway to the street. Unpack. Pack. Wash the dishes. Make coffee. Scrub the toilet.

Then when I got around to opening up my computer in the afternoon, after waking up from its normal sleep and running for about 15 minutes … it died. Dead. As in when I turned it on, It ran for about 5 seconds, and croaked …

So … that meant another 45 minute drive to the “local” Apple store. It also meant about an hour’s worth of waiting for an appointment. Then another three hours while they worked on the machine before finally getting It to run again. Net result?

It’s now 10 PM, and I’m back where I was last night … on line again. Oh, and a couple hundred bucks lighter.

Anyhow, that was how my day went. I hope Bart had more fun than I did.

Regarding the comments, I’m overjoyed that there is much discussion of the issue. My point, albeit poorly expressed given some of the comments, was that since the Beer Identity Is equally as true and valid as the Kaya Identity, it is obvious that we cannot use the Kaya Identity to “prove” anything.

So yes, the Kaya Identity is true, but trivially so. We cannot depend on it to represent the real world, and it can’t show us anything.

For example, folks upstream said that we can use the Kaya Identity to show what happens if the GDP per capita goes up by say 10%. According to the Kaya Identity, emissions will also go up by 10%.

But according to the Beer Identity, if Gross Beer Production per capita goes up by 10%, then CO2 emissions have to go up by 10% … and we know that’s not true. So clearly, neither identity can serve to establish or demonstrate anything about the real world.

What I tried to say, apparently unsuccessfully, is that by itself, the Kaya Identity cannot demonstrate or show or prove anything about the real world. If there is anythlng true about it, that truth must exist outside of the Kaya Identity. Otherwise the Beer Identity would be a valuable guide to CO2 emissions … but we know that’s not true.

Finally, l hear rumblings that Anthony shouldn’t have published this piece of mine. This totally misunderstands Anthony’s position in the game. The strength of WattsUpWithThat is not that it is always right or that it publishes only the best stuff guaranteed to be true.

The beauty and value of WUWT that it is the world’s premier location for public peer review of climate science. On a personal level, WUWT is of immense use to me, because my work either gets falsified or not very quickly … or else, as in this case, there’s an interesting ongoing debate. For me, being shown to be wrong is more valuable than being shown to be right. If someone can point out my mistakes, it saves me endless time following a blind alley.

And indeed, there is much value in the public defenestration of some hapless piece of bad science. It is as important to know not only which ideas are wrong but exactly why they are wrong. When Anthony publishes scientific claims from the edges, generally they are quickly either confirmed or falsified. This is hugely educational for scientists of all kinds, to know how to counter some of the incorrect arguments, as well as giving room for those unusual ideas which tomorrow will be mainstream ideas.

So it is not Anthony’s job to determine whether or not the work of the guest authors will stand the harsh light of public exposure. That’s the job of the peer reviewers, who are you and I and everyone making defensible scientific comments. Even if Anthony had a week to analyze and dissect each piece, there’s no way that one man’s wisdom can substitute for that of the free marketplace of ideas … which is why it’s not his job. Bear in mind that even with peer review, something like two-thirds of peer reviewed science is falsified within a year. And Anthony is making judgements publish/don’t publish on dozens of papers every week.

So please, dear friends, cut Anthony some slack. He’s just providing the arena wherein in 2014 we practice the blood sport of science, the same sport we’ve had for a few hundred years now, ripping the other guys ideas to bits, also known as trying to scientifically falsify another person’s claims that you think don’t hold water. It is where we can get a good reading on whether the ideas will stand up to detailed hostile examination.

It is not Anthony’s job to decide if mine or any other ideas and expositions and claims will wtthstand that test … and indeed, it is often of value for him to publish things that will not stand the test of time, so that we can understand exactly where they are lacking.

So please remember, Anthony is just providing the boxing ring. It is not his job to predict in advance who is going to win the fight. His job is to fill the cards with interesting bouts … and if this post is any example, he is doing it very well.

Best to everyone,

w.

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

And a final update from Anthony:

While Willis wants to cut me some slack, and I thank him for that, I’m ultimately responsible for all the content on this website, whether I write it or not. While some people would like nothing more than to have content they deem “wrong” removed, such things generally present a catch-22, and cause more problems than they solve. Of course some people would be pleased to have WUWT disappear altogether. Some days, I’m one of them, because it would allow me to get my life back.

The value is being wrong is learning from it. If you don’t learn from it, then being wrong deserves every condemnation thrown at you. I plan on being wrong again, maybe as soon as today, though one never knows exactly when your training and experience will lead you down the wrong path. In this case I was wrong in thinking that this simple terms cancellation argument pretty much made the Kaya identity useless. I’m still unsure how useful it is, or whether its usefulness is mainly scientific or political, but rest assured I now know more than I ever thought I would know about it, and so do many of you. And there’s the value.

I thought this was relevant, and worth sharing:

“For a scientist, this is a good way to live and die, maybe the ideal way for any of us – excitedly finding we were wrong and excitedly waiting for tomorrow to come so we can start over.”  ― Norman Maclean

Thanks for your consideration – Anthony Watts

The climate data they don't want you to find — free, to your inbox.
Join readers who get 5–8 new articles daily — no algorithms, no shadow bans.
0 0 votes
Article Rating
682 Comments
Inline Feedbacks
View all comments
urederra
July 10, 2014 8:30 am

I am for recarbonization because is the good thing to do for the environment. And since it is good for the environment by helping plants grow faster, it is also good for the people.

steveta_uk
July 10, 2014 8:31 am

Hmmmmm – I think I am beginning to get it.
Lets say I have some crates of M&Ms. In the crate there are many boxes. In the boxes there are many packets. In the packets there are many M&Ms.
So the equations for how many M&Ms I’ve got is
M = C * B/C * P/B * M/P
So if I know how many M&M per packet, and packets per box, and boxes per crate, and the number of crates, I can easily calculate the number of M&Ms. This is the Kaya method.
Alternatively, I can simply count the M&Ms. This is the Willis method.
I’m beginning to see an advantage to the Kaya method ;(

July 10, 2014 8:36 am

>> The equation tells you that if we reduce population we reduce CO2 emissions.
It most definitely DOES NOT tell you this.
Let’s try some high school algebra (even)
Assume these variables
Population = 300 million
GDP = 3 trillion dollars
energy = 500 trillion joules
According to the forumula
CO2 = 300 million people * ($3 trillion / 300 million people) * (500 trillion joules / $3 trillion) * (CO2 emissions/500 trillion joules)
Note that you cannot solve for CO2 (other than the fact that it can be anything – even units don’t matter – it could be “400 bananas” or “5 quadrillion barrels of oil”). But if we use algebra that’s been around for the last, oh, few thousand years, you end up with this after simplifying:
CO2 = CO2
Now let’s say that we halve the population to 150 million. Everything else remains the same.
CO2 = 150 million people * ($3 trillion / 150 million people) * (500 trillion joules / $3 trillion) * (CO2 emissions/500 trillion joules)
That simplifies to (suprise!)
CO2 = CO2
If we had gone with 400 bananas of CO2 or 5 quadrillion barrels of oil, they are unaffected by population.
It’s disheartening to see how many people think this equation is somehow useful.

Daniel G.
July 10, 2014 8:37 am

If this identity (as its supporters call it)…

It is a identity. What do you mean by supporters?

is other than a standard mathematical equation (is it?) and its purpose is to calculate and/or display the relationships between population change/GDP change/energy usage changes on one hand and CO2 emission changes on the other, then I think such an effort is best accomplished with data graphs rather than this identity. If this is indeed other than a standard mathematical equation, exactly how is it supposed to work and be understood? Graphs are easier to understand.

pop. and GDP (I will repeat: production, consumption, exports, imports, gov. spending) are more or less proportional to each other. That Makes GDP per capita independent of population. The point is not to show that relationships, but rather to represent the main factors of energy-related CO2 emissions.
Population
Average Wealth
Energy Intensity of the Economy
CO2 Efficiency for Energy
So how are those variables joined to get energy-related CO2 emissions???

Daniel G.
July 10, 2014 8:39 am

L says:
Everything else remains the same.
Bullshit, GDP decreases.

July 10, 2014 8:39 am

It tells you, the other three quantitates being equal, if you reduce population, you reduce carbon emissions. In
Now let’s say that we halve the population to 150 million. Everything else remains the same.
CO2 = 150 million people * ($3 trillion / 150 million people) * (500 trillion joules / $3 trillion) * (CO2 emissions/500 trillion joules)

Of course, you halved population, and doubled GOP per capita. All other things weren’t equal.

Mark Bofill
July 10, 2014 8:40 am

Daniel G,

Sqrt(GDP) is meaningless. Prove there is a relation between co2em and coinsinCirdc.

1) You give me the unsupported assertion that sqrt(GDP) is meaningless, and in the next breath demand that I prove a relationship. Why do you get to make unsupported assertions where I have to prove relationships?
2) But this is in fact my point. Prove there is a relationship between these variables (or at least demonstrate it) and show me what it is.

The point of the ratio quantities is to create independent variables.

Yes. And doing so assumes without a scrap of support that there is a specific relationship between the variables. And again, I happen to believe that there is a relationship, but that has not been demonstrated, nor has the specific nature of the relationship been illuminated. It would be much clearer and less misleading to say:
Co2 Emissions = F(Population, GDP, Energy, Misc)
in my book.

Daniel G.
July 10, 2014 8:40 am

@steveta_uk says:
Alternatively, I can simply count the M&Ms. This is the Willis method.
That can be difficult for too many M&Ms. It is way easier to just measure one quantity and do the math.

July 10, 2014 8:41 am

>> Of course, you halved population, and doubled GOP per capita. All other things weren’t equal.
No, I halved population. The formula — as presented — doubled GDP per capita.

July 10, 2014 8:42 am

Every human emits 1/2 ton of CO2 annually by breathing, as a species we emit 3.5 billion tons of CO2 just by breathing.

July 10, 2014 8:43 am

So you think it plausible that if we magically eliminated half the human population, we’d all be twice as productive?

Daniel G.
July 10, 2014 8:47 am

Bofill says:
Co2 Emissions = F(Population, GDP, Energy, Misc)
Read the paper: We are talking about energy-related emissions.
If there are more people, more wealth is being produced, such production requires more energy, so more emissions.
If people start using more energy to produce the same amount of wealth, more energy, more emissions.
If people get wealthier on average, more wealth is being produced, such production requires more energy, so more emissions.
If people start emitting more CO2 for the same ammount of energy, more emissions.
sqrt(GDP) is meaningless, because meaning is something humans create. sqrt(GDP) might cause an real impact to the economy, but no one has proven how.

July 10, 2014 8:47 am

>> Of course, you halved population, and doubled GOP per capita. All other things weren’t equal.
By the way, let’s say halving the population also halves GDP per capita. It doesn’t change anything. The formula still reduces to CO2 = CO2. You can study for ten years the effect that population has on GDP (maybe you find that halving population causes people to be a little more productive, so it only reduces per capita GDP by 40%). Plug in your findings into that formula, and learn exactly nothing about CO2.

Daniel G.
July 10, 2014 8:49 am

Jason L. writes:

The formula — as presented — doubled GDP per capita.

It is your mistake to think GDP stays the same, not the formula’s.

Tamara
July 10, 2014 8:50 am

Gerald Harbison,
Using the Kaya Identity, please predict the CO2 emissions for 0 population. The answer is not 0, either mathematically or in the real world. The result is an indeterminate number, as CO2 could be infinite in that equation.
0 population = 0 GDP = 0 Energy
A whole lotta division by 0.

Nancy C
July 10, 2014 8:51 am

we all know e = mc^2, but here’s what I’m going to call the nancy identity:
e = population * (m/GDP) * (GDP*c) * (c/population)
The UN and half of the people commenting here can clearly see that this allows us to adjust the energy yield of nuclear reactions by adjusting population and GDP! This should be a bonanza for our species.

JJ
July 10, 2014 8:52 am

OYG.
Categories don’t cancel. Units cancel, but even when they do, the quantities they are associated with don’t just disappear. Is there a seventh grader handy – or a Chinese fourth grader – to perform a basic QA/QC on these posts?

Joseph Murphy
July 10, 2014 8:54 am

Jason L says:
July 10, 2014 at 8:36 am
It’s disheartening to see how many people think this equation is somehow useful.
——–
My face and palm are both worn out.
All this ‘identity’ does is needlessly and pointlessly add variables to A=A. It does not assist with any more knowledge than A=A. There is nothing in it beyond that understanding. The variables contained it it are meaningless, changing their values changes nothing else. It is equivalent to a list of variables, the equation is not neccessary. If someone could post a use for this ‘identity’ so that I can somehow understand what I am missing I would be greatfull.

ColA
July 10, 2014 8:54 am

I thought I was wrong once ….. but I was actually mistaken!
Tamara says:
July 10, 2014 at 8:11 am
I agree you are correct, it bugged me a bit until I got into bed and then it annoyed the crap out of me … hence I got up and actually did what I should have done first and what Wills should have also done right at the start … check and research …. don’t go half cocked and shoot from the hip!! Now I limply advise you all to have a look at this delightful bit of analysis on the Kaya Identity >
http://www.manicore.com/anglais/documentation_a/greenhouse/kaya_equation.html

July 10, 2014 8:55 am

c is a constant. You therefore can’t vary c/population independent of c.
I wouldn’t put my name on that.

Mark Bofill
July 10, 2014 8:55 am

Daniel,

If there are more people, more wealth is being produced, such production requires more energy, so more emissions.
If people start using more energy to produce the same amount of wealth, more energy, more emissions.
If people get wealthier on average, more wealth is being produced, such production requires more energy, so more emissions.
If people start emitting more CO2 for the same ammount of energy, more emissions.

Yes. But what are the quantitative relationships? If there are more people, does the wealth produced rise logarithmically? Linearly? As a polynomial function, as an exponential function? Are there no constants involved to scale anything; could it be that the energy part of the expression should weight more than the GDP part?
Without knowing these relationships, I don’t see how we know that the identity describes what’s really going on. We’re just assuming it.

richardscourtney
July 10, 2014 8:56 am

Pete Brown
Your post at July 10, 2014 at 5:34 am says in total

richardscourtney says:
July 10, 2014 at 4:57 am
Richard.
4 questions:
All other things being equal, will CO2 emissions go up or down with each of the following:
1. increasing population?
2. increasing GDP per capita?
3. increasing energy intensity of the economy?
4. increasing carbon intensity of energy?
I’m going to say “up” on each count. That’s all that the Kaya identity is intended to illustrate.
You’re not going to get anywhere by misrepresenting the logic of what is being represented – even if you disagree with it. Nor are you going to get anywhere by using your imagination rather than what I’ve actually said in order to disagree with me.
Maybe wind your neck in a bit, please.

.
Firstly, it would have helped if you had addressed my point because your post stresses its importance.
As I said at July 10, 2014 at 2:31 am and at July 10, 2014 at 2:52 am and again with explanation at July 10, 2014 at 4:57 am in my post addressed to you

Sorry, but I know you’ve entirely misunderstood the point of the equation.
It is a political tool provided by a political organisation for political purposes.
The equation is nonsense. It links independent variables to form abstract constructs which only indicate political desires. I am astonished that this is not blatantly obvious to everyone.

And my explanation of that which you have ignored included

The abstract constructs are NOT “factors” which combine to be CO2 emissions.
For example, what evidence is there that in any nation a significant factor to CO2 emissions is GDP per capita?
When a country has constant GDP and constant population a change from manufacturing industry to service industries alters its CO2 emissions. Conversely, what evidence is there that when a country’s GDP is constant then changes to its CO2 emissions are significantly and directly related to its immigration or emigration?

You have not answered those questions but, instead, have asked me your “4 questions” which are meaningless because they rely on “all other things being equal”, but if one were to change then that would change others.
I am rejecting “the logic of what is being represented”. Please note that I am NOT disagreeing with the equation. I am saying the equation is illogical: it is a naked Emperor and I am refusing to engage in a discussion of the colour of the “logic” used to dress it up.
So, I have no intention of answering meaningless questions which divert from the important fact that
The equation is a political tool provided by a political organisation for political purposes.
Or, to transpose that into your type of language
Maybe face reality a bit, please.
Richard

Daniel G.
July 10, 2014 8:56 am

Jason L. writes:

By the way, let’s say halving the population also halves GDP per capita.

Doomsday Scenerio.

It doesn’t change anything.

In your Doomsday scenario, CO2 decreases.
So in you Doomsday scenario, GDP per capita decreases.
It was $3 trillion / (300 million people) = $10/people
Now it is $5/people. GDP is a quarter of what it was, now it is $750 billion.
But (CO2 emissions/500 trillion joules) remains contant.
So CO2 decreases by a quarter.

July 10, 2014 8:56 am

Jason L: check your math. In your example, you divided the rhs by 4.

July 10, 2014 8:57 am

Anthropogenic CO2 emissions for zero population are obviously zero. This is getting very, very silly.

1 7 8 9 10 11 28