Pocket-calculator climate model outperforms billion-dollar brains

clip_image002 From Press Release:Four skeptical researchers’ new Chinese Academy paper devastatingly refutes climate campaigners’ attempt to criticize their simple model…

In January 2015, a paper by four leading climate researchers published in the prestigious Science Bulletin of the Chinese Academy of Sciences was downloaded more than 30,000 times from the website at scibull.com. By a factor of 10 it is the most-read paper in the journal’s 60-year archive.The paper presented a simple climate model that anyone with a pocket calculator can use to make more reliable estimates of future manmade global warming than the highly complex, billion-dollar general-circulation models previously used by governments and weather bureaux worldwide.

The irreducibly simple climate model not only showed there would be less than 1 C° global warming this century, rather than the 2-6 C° the “official” models are predicting: it also revealed why they are wrong.

By April, climate campaigners had published a paper that aimed to rebut the simple model, saying the skeptical researchers had not checked it against measured changes in temperature over the past century or more.

Now Christopher Monckton of Brenchley, Dr Willie Soon of the Harvard-Smithsonian Center for Astrophysics, Dr David Legates, geography professor at the University of Delaware, and Dr Matt Briggs, Statistician to the Stars, are back with a fresh Science Bulletin paper, Keeping it simple: the value of an irreducibly simple climate model, which explains that the simple model had not been tested against past temperature change because it was designed from scratch using basic physical principles.

Unlike the complex climate models, each of which uses as much power as a small town when it is running, the new, “green” model – which its inventor runs on a solar-powered scientific calculator – had not been repeatedly regressed (i.e., tweaked after the event) till it fitted past data.

Lord Monckton, the inventor of the new model and lead author of the paper, said: “Every time a model is tweaked to force it to fit past data, one departs from true physics. The complex models are fudged till they fit the past – but then they cannot predict the future. They exaggerate.

“We took the more scientific approach of using physics, not curve-fitting. But when the climate campaigners demanded that we should verify our model’s skill by ‘hindcasts’, we ran four tests of our model – one against predictions by the UN’s climate panel in 1990 and three against recent data. All four times, our model accurately hindcast real-world warming.

“On the first of our four test runs of our model (left), the 1990 forecast by the Intergovernmental Panel was a very long way further from reality than our simple model’s spot-on central estimate.” [more overleaf

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Figure 1 Four tests of the simple model’s hindcasts (solid-edged boxes: left) against observed warming. Departures from the green bar (the correct value) are in C°. Test 1: from 1990-2015 against IPCC’s 1990-2015 predictions (dashed boxes: top left) based on 1.0 [0.7, 1.5] C° straight-line warming to 2025. Tests 2-4: based on IPCC’s current estimates of all manmade forcings from 1750 to (2) 1950; (3) 1980; and (4) 2012. The simple model’s hindcasts (1-4, left) always match the real-world warming (the green bar) measured by the HadCRUT4 terrestrial dataset (Test 1) or RSS satellite dataset (2-4), but IPCC’s predictions (top left) have proven wildly above the true position.

Dr Willie Soon was subjected to a well-funded and centrally-coordinated campaign of libels to the effect that he had not disclosed that a utility company had paid him to contribute to the skeptical researchers’ January paper. Inferentially, the aim was to divert attention from the paper’s findings that climate alarm was based on a series of elementary mistakes at the heart of the complex models. In fact, all four co-authors had written the January paper and the new paper on their own time and on their own dime.

Dr Soon said: “What matters to campaigners is the campaign, but what matters to scientists is the science. In 85 years’ time our little model’s prediction of just 0.9 C° global warming between now and 2100 will probably be a lot closer to observed reality than the campaigners’ prediction of 4 C° warming.”

Dr Matt Briggs said: “The climate campaigners’ attempted rebuttal of our original paper was littered with commonplace scientific errors. Here are just a few:

Ø “The campaigners cherry-picked one scenario instead of many, to try to show the large models were better than our simple one. Even then, the complex models were barely better than ours.

Ø “They implied we should tweak our model till it fitted past data. We used physics instead.

Ø “They said we should check our model against real-world warming. We have. It works.

Ø “They criticized our simple model but should have criticized the far less reliable complex models.

Ø “They complained that our simple model had left out ‘many physical processes’. Of course it did: it was simple. Its skill lies in rejecting the unnecessary, retaining only the essential processes.

Ø “They assumed that future warming rates can be reliably deduced from past warming rates. Yet there are grave measurement, coverage and bias uncertainties, particularly in pre-1979 data.

Ø “They assumed that natural and manmade climate influences can be distinguished. They cannot.

Ø “They said we should not have used a single pulse of manmade forcing. But most models do that.

Ø “They said our model had not been “validated” when their own test showed it worked well.

Ø “They said they disagreed with our model when they merely disagreed with our parameters.

Ø “They said we should not project past temperature trends forward. We did no such thing.

Ø “They used root-mean-squared-error statistics, but RMSE statistics are a poor validation tool.

Ø “They incorrectly referred to the closed-loop feedback gain as the “system gain”, but in feedback-driven systems it is the open-loop gain that is the system gain.

Ø “They inaccurately described our grounds for finding temperature feedbacks net-negative.

Ø “They assumed that 810,000 years was a period much the same as 55 million years. It is not.

Ø “They said we had misrepresented a paper we had cited, but their quotation from that paper omitted a vital phrase that confirmed our interpretation of the paper’s results.

Ø “They said net-negative feedbacks would not have allowed ice ages to end. Yet the paper they themselves cited described two non-feedback causes of sudden major global temperature change.

Ø “They said temperature buoys had found a ‘net heating’ of half a Watt per square meter in the oceans: but Watts per square meter do not measure ‘heating’: they measure heat flow.

Ø “They implied the ‘heating’ of the oceans was significant, but over the entire 11-year run of reliable ARGO sea-temperature data the warming rate is equivalent to only 1 C° every 430 years.

Ø “They said the complex models had correctly predicted warming since 1998, but since January 1997 there has been no global warming at all. Not one of the complex models had predicted that.

Ø “They praised the complex models, but did not state that the models’ central warming prediction in 1990 has proved to be almost three times the observed warming in the 25 years since then.

Ø “They failed to explain how a substantial reduction in temperature feedbacks in response to an unchanged forcing might lead, as they implied it did, to unchanged, high climate sensitivity.”

Professor David Legates said: “As we say in our new paper, the complex general-circulation models now face a crisis of credibility. It is perplexing that, as those models’ predictions prove ever more exaggerated, their creators express ever greater confidence in them. It is time for a rethink. Our model shows there is no manmade climate problem. So far, it is proving to be correct, which is more than can be said for the billion-dollar brains operated by the profiteers of doom.”

The new paper is open-access at http://link.springer.com/article/10.1007/s11434-015-0856-2

Keeping it simple: the value of an irreducibly simple climate model

Christopher Monckton of Brenchley,Willie W.-H. Soon,David R. Legates,William M. Briggs

Abstract

Richardson et al. (Sci Bull, 2015. doi:10.​1007/​s11434-015-0806-z) suggest that the irreducibly simple climate model described in Monckton of Brenchley et al. (Sci Bull 60:122–135, 2015. doi:10.​1007/​s11434-014-0699-2) was not validated against observations, relying instead on synthetic test data based on underestimated global warming, illogical parameter choice and near-instantaneous response at odds with ocean warming and other observations. However, the simple model, informed by its authors’ choice of parameters, usually hindcasts observed temperature change more closely than the general-circulation models, and finds high climate sensitivity implausible. With IPCC’s choice of parameters, the model is further validated in that it duly replicates IPCC’s sensitivity interval. Also, fast climate system response is consistent with near-zero or net-negative temperature feedback. Given the large uncertainties in the initial conditions and evolutionary processes determinative of climate sensitivity, subject to obvious caveats a simple sensitivity-focused model need not, and the present model does not, exhibit significantly less predictive skill than the general-circulation models.

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August 7, 2015 12:53 pm

do we have to wait til the end of the century to judge whether the KIS beat the IPCC – or is there a shorter timeframe – both sides in this debate seem to be declaring victory based on their superior logic – but i want to see their methods matched against Reality before deciding

Pete Mack
August 7, 2015 1:01 pm

This paper fails in a fundamental way: if you use Monkton’s predicted gain of roughly 0, you get essentially zero signal in the little ice age and other historical and paleoclimate excursions. For the little ice age to be caused by TSI variation, the gain needs to be roughly 2, and at least 1.5 based on the most extreme estimates of solar variation.

Ken L
August 9, 2015 1:34 am

I make no pretense of understanding the technical arguments in these comments, but I can certainly spot a logical fallacy: Appeal to authority.
Joe Born:

I was dealing with feedback experts while Lord Monckton was still a teenager. They referred to that quantity as open-loop gain: the ratio of response to stimulus without feedback. The terminology they used was that the loop gain equals the product of the feedback and the open-loop gain, while closed-loop gain is given by what Lord Monckton likes to mystify as the “Bode equation.” I see no reason not to use the terminology employed by guys who actually knew what they were talking about, rather than adopt what Lord Monckton and the other johnnies-come-lately in the climate game choose to use.

Reply to  Ken L
August 9, 2015 6:38 pm

I can certainly spot a logical fallacy: Appeal to authority.

Apparently, you can’t.
Lord Monckton was contending on his say-so that the “Planck constant” was not an open-loop gain. I said that, since others had said otherwise, I saw no reason to adopt the nomenclature on the authority of someone who, trust me, is in way over his depth. This wasn’t appealing to my authority; it was declining to defer to his. (Incidentally, the “Planck constant” can, at a different level of abstraction, be considered a closed-loop gain instead; see Fig. 6 here. The issue has layers.)
Moreover, my experience is that those like Lord Monckton who rest their arguments on nomenclature rather than substance tend to be lightweights. Not equal to the rough and tumble of real substance, they bluster.
If you want to make a substantive argument, I’ll be happy to handle it. So far though, I recall encountering only one substantive objection, which I was happy to entertain.
Frankly, the other comments have been so shallow as to give me the impression that, despite the ravages of age, I’m sometimes still the smartest guy in the room–by a large margin.
Of course, that can’t be; there must be lurkers out there who are capable of discussing these issues more creditably than I. But so far I’ve seen no evidence for that possibility. So, if you’re one of those lurkers and are hiding your light under a bushel, please, take your best shot; I’m bored.
Otherwise, here’s a tip. The Monckton et al. paper is a test of one’s ability to think critically. So far, you aren’t doing so well. Try harder.

Ken L
Reply to  Joe Born
August 10, 2015 10:39 pm

If you want to make a substantive argument, I’ll be happy to handle it.

The remarks that I characterized, as suffering from a logical fallacy were not substantive, themselves, sir. They were simply a proclamation of superiority. Quid pro quo. That’s my critical thinking for today.

RD
August 10, 2015 6:55 pm

“Dr Matt Briggs, Statistician to the Stars”
_________________________________
Great tag line and excellent blog Dr. Briggs hosts over at his site. And well done authors!