Occam's Razor and Climate Change

The simplest explanation is usually the correct explanation

Guest essay by Eric Worrall

Professor Keven Trenberth once campaigned for the scientific world to accept the alarmist view of climate change as the “null hypothesis”, the baseline theory against which all other theories must be measured.

http://wattsupwiththat.com/2011/11/03/trenberth-null-and-void/

The reason Trenberth faced an uphill battle to have his view accepted, and ultimately failed, is that the simplest explanation of contemporary climate change does not involve Anthropogenic CO2.

As Professor Phil Jones of the CRU once admitted in an interview with the BBC, the instrumental record contains periods of warming which are statistically indistinguishable from the 1990s warming – periods of warming which cannot have been driven by anthropogenic CO2, because they occurred before humans had made a significant changes to global CO2 levels.

Between 1860 and 1880, the world warmed for 21 years, at a similar rate to the 24 year period of warming which occurred between 1975 and 1998. There was simply not enough anthropogenic CO2 in the atmosphere to have driven the 1860s warming, so it must have been driven by natural variation.

warming_periods

So how does Occam’s Razor apply to this observation? 

According to the definition in Wikipedia, the principle of Occam’s Razor states “that among competing hypotheses, the one with the fewest assumptions should be selected. Other, more complicated solutions may ultimately prove correct, but—in the absence of certainty—the fewer assumptions that are made, the better.”

From Wikipedia, the reason why Occam’s razor is important:

“To understand why, consider that, for each accepted explanation of a phenomenon, there is always an infinite number of possible, more complex, and ultimately incorrect alternatives. This is so because one can always burden failing explanations with ad hoc hypothesis. Ad hoc hypotheses are justifications that prevent theories from being falsified. Even other empirical criteria like consilience can never truly eliminate such explanations as competition. Each true explanation, then, may have had many alternatives that were simpler and false, but also an infinite number of alternatives that were more complex and false. However, if an alternate ad hoc hypothesis were indeed justifiable, its implicit conclusions would be empirically verifiable. On a commonly accepted repeatability principle, these alternate theories have never been observed and continue to not be observed. In addition, we do not say an explanation is true if it has not withstood this principle.

Put another way, any new, and even more complex theory can still possibly be true. For example: If an individual makes supernatural claims that Leprechauns were responsible for breaking a vase, the simpler explanation would be that he is mistaken, but ongoing ad hoc justifications (e.g. “And, that’s not me on film, they tampered with that too”) successfully prevent outright falsification. This endless supply of elaborate competing explanations, called saving hypotheses, cannot be ruled out—but by using Occam’s Razor.”

Source: http://en.wikipedia.org/wiki/Occam’s_razor

In other words, if we reject the principle of Occam’s Razor, we open the door to accepting theories of arbitrary, ultimately infinite complexity. A theory created by researchers who do not accept the principle of Occam’s Razor cannot be falsified, because the theory can always be tweaked in arbitrary ways to avoid falsification.

So why does applying the principle of Occam’s Razor force us to reject the theory that anthropogenic CO2 is the main driver of contemporary climate change? The reason is that nature has produced periods of warming similar to the recent warming, without any significant contribution from Anthropogenic CO2.

So we have two competing hypothesis for what is driving contemporary climate change:-

1. Observed natural variation, which has produced periods of warming statistically indistinguishable from the warming which ended in 1998.

2. Observed natural variation + an unproven assumption that Anthropogenic CO2 is now the main driver of Climate Change.

Clearly the second hypothesis fails the test of Occam’s Razor. In the absence of compelling evidence that anthropogenic CO2 has overridden natural variation, we have to accept hypothesis 1 – that observed climate change is the result of natural variation.

The climate is not hotter than it was in the past, periods such as the Holocene Optimum, or looking further back, the Eemian Interglacial. The warming which ended in 1998 was not faster, or of significantly longer duration, than similar natural warmings which occurred in the recent past.

Nothing about the current climate is outside the bounds of climatic conditions which could reasonably be produced by natural variation – therefore, according to the rules of science, we have to reject hypothesis which unnecessarily embrace additional unproven assumptions, unless or until such assumptions can be tested and verified, in a way which falsifies the theory that natural variation is still in the driver’s seat.

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Tom in Florida
March 23, 2014 5:39 pm

rgbatduke says:
March 23, 2014 at 8:54 am
=============================================================================
Let us not forget Giordano Bruno who was burned at the stake by the church for his beliefs.

March 23, 2014 6:24 pm

milodonharlani: Thanks again, but I believe you’ve missed my point.
I know what those links you furnished say the relationship is, but, for instance, the relationship of “Forcing = 2.94 log_2(CO2) +233.6” given in one of those links yields an implausible result for a concentration of zero. It’s not clear to me that there’s any empirical reason for preferring that relationship over, say, an exponential one such as (dT/dr = exp(-a*r)), where T is average temperature, r is CO2 concentration, and a is proportionality constant. The latter relationship gives a more plausible result near zero concentration, although unlike a logarithmic relationship it does not grow without bound as concentration increases indefinitely.
That’s why I originally asked for a derivation: there must be a theoretical reason for preferring logarithms. I’d be interested in knowing what it is.

milodonharlani
March 23, 2014 6:55 pm

Joe Born says:
March 23, 2014 at 6:24 pm
The relationship is not theoretical. It is experimental. That is, a fact.

bushbunny
March 23, 2014 7:30 pm

No I have no African background, the nearest I came to Africa was a visit to Cairo in1962. I’m English 100% with a little sprinkling of Irish

milodonharlani
March 23, 2014 7:38 pm

Tom in Florida says:
March 23, 2014 at 5:39 pm
Bruno was not burned for his astronomical but his theological beliefs.

milodonharlani
March 23, 2014 7:39 pm

bushbunny says:
March 23, 2014 at 7:30 pm
We are all Africans under the skin.
Humans are African animals which have achieved a worldwide distribution.

bushbunny
March 23, 2014 9:42 pm

Milo the out of Africa ideology has some objectors. It would not be feasible for any black Africans to come into an ice bound Northern Europe. Their dark skin is a result of their natural environment, but it doesn’t mean that they were dark skinned then as they are now, they could have been more Latin coloured who were skilled fishers and also they were used to hunting big game, like elephants. Something must have attracted them to move. They do appear 40,000 years ago and Southern Europe was not affected too badly by glaciers, and most of the animals were around the pastures and trees. Yet they could have crossed over the Gibraltar land bridge or walked across the Mediterranean that was in parts a swamp or dry land. Parts of Africa that are now desert were once a green veldt with lots of wildlife and rock paintings. Even Chinese DNA only goes back to 70,000 years, and that was when the Toba eruption is likely to have occurred so they might have come from Africa too. But we are now separated into three races with branches from each, and believe it or not Caucasians have Australian Aborigines and sub continent Indians (some) in their group.

Rick Cina
March 23, 2014 11:54 pm

According to the raw HadCRUT data that Phil Jones used to refer to the 1910 to 1940 warming in his BBC interview, there was more than +0.15 C warming per decade during those 31 years. If we only look at 1910 as the starting point (- 0.496 C), and 1940 as the ending point (+0.018 C), we get +0.514 C of warming between those two years. That’s +0.166 C of warming between 1910 and 1940 in particular, which is more than the +0.15 C that Phil Jones indicated, and more than the 1975-2009 rate of warming (+0.161 per decade) as well.
http://www.metoffice.gov.uk/hadobs/hadcrut4/data/current/time_series/HadCRUT.4.2.0.0.annual_ns_avg.txt
1909 -0.536
1910 -0.496
1911 -0.554
1940 0.018
1941 0.018
But if we use 1911 as the starting point (- 0.554 C) instead of 1910, and 1940 again as the ending point (+0.018 C), we get +0.572 C of warming between 1911 and 1940, which is +0.191 per decade (30 years even), easily outpacing the +0.161 C of warming between 1975 and 2009.
There’s probably a good reason why Phil Jones decided to make 1910 his starting point instead of 1911.
Just think what would have happened had he used the 1944 HadCRUT raw global temperature as his ending point. Global mean temperatures in 1944 were +0.150 C (!).

bushbunny
March 24, 2014 12:22 am

Well my mum always said the summers were warmer when she was a gal, born in 1908, and from the 1940s it was very rainy and 1947 was the coldest winter they had experienced until 1963 when a similar cold winter froze the Thames at Windsor. She blamed the atom bombs. At least she wasn’t blaming coal because we burned coal lite.

March 24, 2014 2:15 am

Cina
the problem I have with data older then 1940
a) can you show any certifcate from before 1940 that a thermometer was re-calibrated?
b) compared to now, where recording is done automatically, almost every second of the day, recordings had to be done by people at various times of the day, usually only 4 times.
c) accuracy of thermometers has much improved over the past three decades (thermo couples).
My point is that, if you compare with too far back in the past, you are simply not comparing apples with apples but apples with pears.
It would be best is to do what I have done,
http://wattsupwiththat.com/2014/03/22/occams-razor-and-climate-change/#comment-1596807
and chose the maxima as the most stable proxy for incoming energy
http://blogs.24.com/henryp/2012/10/02/best-sine-wave-fit-for-the-drop-in-global-maximum-temperatures/
Maxima would not be affected too much by a/b and there are (some) good records going down to 1942.
Scroll down in the quoted link to see the curve for the speed of warming/cooling of Anchorage, Alaska.
Hence, I know what the natural underlying distribution is,
and you can see it happening already
http://www.woodfortrees.org/plot/hadcrut4gl/from:1987/to:2015/plot/hadcrut4gl/from:2002/to:2015/trend/plot/hadcrut3gl/from:1987/to:2015/plot/hadcrut3gl/from:2002/to:2015/trend/plot/rss/from:1987/to:2015/plot/rss/from:2002/to:2015/trend/plot/hadsst2gl/from:1987/to:2015/plot/hadsst2gl/from:2002/to:2015/trend/plot/hadcrut4gl/from:1987/to:2002/trend/plot/hadcrut3gl/from:1987/to:2002/trend/plot/hadsst2gl/from:1987/to:2002/trend/plot/rss/from:1987/to:2002/trend
Global cooling is here to stay, until about 2040

Scottar
March 24, 2014 2:18 am

I don’t doubt the claim here but referencing data claims is important in science debates. Just the Facts gave sources.

March 24, 2014 5:38 am

milodonharlani: “The relationship is not theoretical. It is experimental. That is, a fact.”
I’m afraid we’ve reached an impasse. I appreciate your attempt, but I have been unable to dispel my reservations about the proposition that there’s experimental evidence for that equation’s applying at a CO2 concentration of zero.
Again, though, thanks for playing.

March 24, 2014 5:50 am

Born
I also doubt if that theoretical relationship is true.
They all got stuck at the closed box experiments performed by scientists 100 years ago which “proved” that more CO2 caused (some) warming.
But likewise, I can also prove that CO2 causes cooling.
Namely, the absorption of CO2 in a certain area in the UV spectrum, is what makes us identify its presence on other planets. If it deflects energy, it cools the atmosphere….
Try and understand what I am saying here.
http://blogs.24.com/henryp/2011/08/11/the-greenhouse-effect-and-the-principle-of-re-radiation-11-aug-2011/

Admin
March 24, 2014 7:31 am

tom
3% co2 would suffocate you.
Interestingly, air which contains 3% CO2 probably wouldn’t suffocate you.
Normal exhaled air contains around 4-5% CO2 (40,000 – 50,000 PPM).
http://en.wikipedia.org/wiki/Breathing
Since people who stop breathing, who receive life saving mouth to mouth resuscitation, can be revived after receiving air which contains up to 5% CO2, the human body can clearly cope with and benefit from air which contains quite high levels of CO2, even people with a compromised respiratory system..
Anthony Watts did a post on this issue a while ago.
http://wattsupwiththat.com/2012/10/17/claim-co2-makes-you-stupid-as-a-submariner-that-question/

MarkB
March 24, 2014 8:07 am

Joe Born says:
March 24, 2014 at 5:38 am
milodonharlani: “The relationship is not theoretical. It is experimental. That is, a fact.”
I’m afraid we’ve reached an impasse. I appreciate your attempt, but I have been unable to dispel my reservations about the proposition that there’s experimental evidence for that equation’s applying at a CO2 concentration of zero.

There is a derivation (of sorts) at the link below. As I read it, the logarithmic relationship to forcing holds when there is sufficient atmospheric CO2 to be “optically thick”. At very low concentration, the relationship becomes linear which implies that one doesn’t get a negative forcing at zero concentration.
http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=C01598DDB65913EBBB7779C4DE3748E8?doi=10.1.1.140.6342&rep=rep1&type=pdf

Tom in Florida
March 24, 2014 8:35 am

milodonharlani says:
March 23, 2014 at 7:38 pm
“Bruno was not burned for his astronomical but his theological beliefs.”
While that was the “official” version, it stemmed from his writings that the Earth revolved around the Sun, that stars were other suns and that Earth was not the most important creation of God, as God created an infinite universe. It was demanded he abandon these beliefs and recant them but he did not so he was declared a heretic. Actually quite a good example of a higher authority using religion to cover up the introduction of a competing theory in order to prevent the actual study of that theory just in case it turned out to prove their religious doctrine wrong. Very similar to the modern authorities who deem AGW skeptics as heretics and d*niers.

March 24, 2014 8:55 am

Tom in Florida says
(quoting some or other document saying that Bruno had said:)
that Earth was not the most important creation of God, as God created an infinite universe.
Henry says
That statement, whoever made it, cannot be proven. It stands to reason that God created the whole of the universe just so earth and man could exist and perhaps everything is revolving around earth
God is us and we are in God
hence the birth of God into His own creation
I explained that here
http://blogs.24.com/henryp/2013/03/01/where-is-your-faith/
and the intricacy of the weather (to get the temperature on earth just right) is just an example

March 24, 2014 9:06 am

MarkB: Thanks a lot. That’s what I was looking for.

March 24, 2014 10:35 am

@Eric Worral & others
It was proven that CO2 is not a poison.
Tests with rabbits showed that even at 65% CO2 they would survive, provided that oxygen was kept at 21% (mixed in)
CO2 is added to green houses in Holland to get bigger tomatoes
People who want to kill themselves by inhaling the exhaust of their cars, eventually die of asphyxiation – i.e. a lack of oxygen.

Trevor
March 24, 2014 12:12 pm

Martin:
Your entire argument hinges on two volcanic eruptions during the 1975-1998 period, one of which (El Chichon), by the way, is not considered “major” (VEI >= 6). So you have just ONE major volcanic eruption. But the period 1910-1940, with essentially the same warming as 1975-1998, also had a major volcanic eruption, Novarupta, which ejected nearly three times as much ash as Pinatubo. So, since solar influence was also “about flat” during this period, one “might have expected cooling” during this period too, even more so than between 1975 and 1998. And yet, it warmed .15C/decade, virtually the same as the latter period. Without any significant anthropogenic carbon emissions. So that puts us right back on the edge of Occam’s razor. If natural variation can not only cause warming, but cause enough warming to overcome a major volcanic eruption, and still cause 0.15C warming per decade, as it clearly did in the 1910-1940 period, then natural variation is the most reasonable explanation for the more recent warming. Bazinga!
(By the way, a more complete analysis would sum the entire ejecta of all volcanic eruptions in the to periods, but you didn’t bother with that, so I won’t either. It would also quantify the “about flat” solar influence, as well as more than just “only these two natural influences”.)

milodonharlani
March 24, 2014 12:29 pm

Tom in Florida says:
March 24, 2014 at 8:35 am
I couldn’t agree more about the modern Inquisition enforcing CACA orthodoxy, but Bruno’s cosmological heresies constituted just one of the many charges against him. In his 1993 book on Bruno’s trial, historian Luigi Firpo lists these charges leveled against the friar by the Roman Inquisition:
1) holding opinions contrary to Catholic faith & speaking against it & its ministers;
2) holding opinions contrary to Catholic faith about the Trinity, divinity of Christ & Incarnation;
3) holding opinions contrary to Catholic faith pertaining to Jesus as Christ;
4) holding opinions contrary to Catholic faith regarding the virginity of Mary, mother of Jesus;
5) holding opinions contrary to Catholic faith about both Transubstantiation & Mass;
6) claiming the existence of a plurality of worlds & their eternity;
7) believing in metempsychosis & in the transmigration of human souls into brutes, &
8) dealing in magic & divination.
Bruno had probably seen many of the stars invisible to the naked eye while in England, using Leonard Digges’ “perspective glass”, a predecessor to the telescope.
http://books.google.com/books/about/Shakespeare_and_the_Dawn_of_Modern_Scien.html?id=EqEe1D1ZgesC

Tom in Florida
March 24, 2014 1:21 pm

HenryP says:
March 24, 2014 at 8:55 am
re: Tom in Florida says
(quoting some or other document saying that Bruno had said:)
that Earth was not the most important creation of God, as God created an infinite universe.
Henry says
That statement, whoever made it, cannot be proven
=============================================================================
The discussion was not about what is or isn’t true, it was about what Bruno believed and what he wrote. Those are the things that got him in trouble.
As milodonharlani shows ( March 24, 2014 at 12:29 pm), there were many charges against Bruno but that belief really must have pissed off the Pope. And as everyone alive at that time knew, nothing good happens when you piss off the Pope.

vic g gallus
March 27, 2014 3:13 am

A suggestion for a simple explanation of Occam’s Razor. Its not the same as “keep it simple, stupid” but there are fewer simple explanations with the least number of assumptions. Eliminate them first before adding more complexity.

bushbunny
March 27, 2014 5:56 pm

Henry the VIII got away with it. But of course so called Papists were plotting against Elizabeth II.
And religion has always been a point of discussion and really we have the extreme fanatics in all religions. Whereas the majority of people are law abiding and not involved. But saying humans are changing the weather is without foundation, when there are so many external forces that control the weather and climate (seasonal changes) it is laughable this argument has got so nasty. As if we were still in the middle ages.

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