Dean's World

Defending the liberal tradition in history, science, and philosophy.

Devastating Indictment of the Entire Field of Anthropogenic Global Warming Research

I wish I'd noticed this sooner: a PDF copy of a The Wegman committee's report on the 'Hockey Stick' analysis on recent global climate change.

This entire report needs to be read in full, but here is an important section, with some highlights in bold by myself:

"The Chairman of the Committee on Energy and Commerce as well as the Chairman of the Subcommittee on Oversight and Investigations have been interested in an independent verification of the critiques of Mann et al. (1998, 1999) [MBH98, MBH99] by McIntyre and McKitrick (2003, 2005a, 2005b) [MM03, MM05a, MM05b] as well as the related implications in the assessment. The conclusions from MBH98, MBH99 were featured in the Intergovernmental Panel on Climate Change report entitled Climate Change 20013: The Scientific Basis. This report concerns the rise in global temperatures, specifically during the 1990s. The MBH98 and MBH99 papers are focused on paleoclimate temperature reconstruction and conclusions therein focus on what appear to be a rapid rise in global temperature during the 1990s when compared with temperatures of the previous millennium. These conclusions generated a highly polarized debate over the policy implications of MBH98, MBH99 for the nature of global climate change, and whether or not anthropogenic actions are the source. This committee, composed of Edward J. Wegman (George Mason University), David W. Scott (Rice University), and Yasmin H. Said (The Johns Hopkins University), has reviewed the work of both articles, as well as a network of journal articles that are related either by authors or subject matter, and has come to several conclusions and recommendations. This Ad Hoc Committee has worked pro bono, has received no compensation, and has no financial interest in the outcome of the report."

"In general, we found MBH98 and MBH99 to be somewhat obscure and incomplete and the criticisms of MM03/05a/05b to be valid and compelling. We also comment that they were attempting to draw attention to the discrepancies in MBH98 and MBH99, and not to do paleoclimatic temperature reconstruction. Normally, one would try to select a calibration dataset that is representative of the entire dataset. The 1902-1995 data is not fully appropriate for calibration and leads to a misuse in principal component analysis. However, the reasons for setting 1902-1995 as the calibration point presented in the narrative of MBH98 sounds reasonable, and the error may be easily overlooked by someone not trained in statistical methodology. We note that there is no evidence that Dr. Mann or any of the other authors in paleoclimatology studies have had significant interactions with mainstream statisticians. In our further exploration of the social network of authorships in temperature reconstruction, we found that at least 43 authors have direct ties to Dr. Mann by virtue of coauthored papers with him. Our findings from this analysis suggest that authors in the area of paleoclimate studies are closely connected and thus ‘independent studies’ may not be as independent as they might appear on the surface. This committee does not believe that web logs are an appropriate forum for the scientific debate on this issue.

It is important to note the isolation of the paleoclimate community; even though they rely heavily on statistical methods they do not seem to be interacting with the statistical community. Additionally, we judge that the sharing of research materials, data and results was haphazardly and grudgingly done. In this case we judge that there was too much reliance on peer review, which was not necessarily independent. Moreover, the work has been sufficiently politicized that this community can hardly reassess their public positions without losing credibility. 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.

Recommendation 1. Especially when massive amounts of public monies and human lives are at stake, academic work should have a more intense level of scrutiny and review. It is especially the case that authors of policy-related documents like the IPCC report, Climate Change 2001: The Scientific Basis, should not be the same people as those that constructed the academic papers.

Recommendation 2. We believe that federally funded research agencies should develop a more comprehensive and concise policy on disclosure. All of us writing this report have been federally funded. Our experience with funding agencies has been that they do not in general articulate clear guidelines to the investigators as to what must be disclosed.

Federally funded work including code should be made available to other researchers upon reasonable request, especially if the intellectual property has no commercial value. Some consideration should be granted to data collectors to have exclusive use of their data for one or two years, prior to publication. But data collected under federal support should be made publicly available. (As federal agencies such as NASA do routinely.)

Recommendation 3. With clinical trials for drugs and devices to be approved for human use by the FDA, review and consultation with statisticians is expected. Indeed, it is standard practice to include statisticians in the application-for-approval process. We judge this to be a good policy when public health and also when substantial amounts of monies are involved, for example, when there are major policy decisions to be made based on statistical assessments. In such cases, evaluation by statisticians should be standard practice. This evaluation phase should be a mandatory part of all grant applications and funded accordingly.

Recommendation 4. Emphasis should be placed on the Federal funding of research related to fundamental understanding of the mechanisms of climate change. Funding should focus on interdisciplinary teams and avoid narrowly focused discipline research.

(Again, emphasis is mine in all cases.)

There's a good deal more there, much of it very worth reading. They did far, far more than look at a couple of papers, which I see that some in the paleoclimatology community have tried to sugggest. No, they actually looked at those papers and at dozens of related papers, and found almost all of them wanting. They further did an extensive mathematical analysis of the social networks involved in those many papers.

Certainly, they slam Mann and his colleagues for misrepresenting data, sloppy math, and worse. Which is a big deal all by itself, since Mann is one of the most frequently cited researchers in the entire field. Another damning quote:

While the works do have supplementary websites, they rely heavily on the reader’s ability to piece together the work and methodology from raw data. This is especially unsettling when the findings of these works are said to have global impact, yet only a small population could truly understand them.
Here's another:
Making conclusive statements without specific findings with regard to atmospheric forcings suggests a lack of scientific rigor and possibly an agenda.
The report goes on and on. Using rigorous statistical analysis they show substantial reason to question items central to the IPCC report, as well as the Mann & associates papers, and literally dozens of papers that Mann cites. It further analyzes the social network of climatology researchers and concludes, amongst other things, that:
The social network analysis of authors' relations suggests that the 'independent reconstructions' are not as independent as one might guess.

At bare minimum, damning accusations have been levelled at Dr. Mann, and by extension, just about everyone associated with him--who turn out to be dozens of important people who've co-authored papers with him, or conducted peer review on his work.

This, again, from research that was a core part of the IPCC report telling everyone in the world--important politicians and the general public--that catastrophic global warming was real and probably human-caused and required extensive and very expensive public policy changes to address. All of it put together by the same tiny little social network of equally self-interested researchers, with two or three cliques pretty much at the center of everything (with "clique" being mathematically and precisely defined by the Wegman group, no less!)

I have to say that I found the response "RealClimate" guys (probably the most prominent bloggers representing the orthodox climate change position in the blogosphere) to be--well, disappointing, to put it charitably. I searched their entire web site for "Wegman," and found only this frivolous response. It's got to be the most thin-gruel defense against a damning indictment that I've ever read. They even fail to point to the actual Wegman group report, choosing instead to focus on Dr. Wegman's much more limited personal testimony to Congress.

Frankly, here's what it looks like to me: "Hey, what's that behind you?!" [zoom away while backs are turned.]

I was literally aghast at the Wegman group's report. It makes it clear that only a tiny handful of researchers are at the center of most research and most public policy recommendations on climate change, and that practically no one outside this tight little clique-ridden community is in charge of reviewing their work. They all simply review each other's work--and now literally dozens of papers in the field, along with general practices and procedures in the field, have been independently reviewed and found deeply flawed.

Worst of all, although the Wegman report does not say this openly, anyone who knows how taxpayer funding of science recognizes this (and it is all over the Wegman report by inference): Practically all the taxpayer funding for this climate research, much of it clearly shoddy, is controlled by this same Good Ol' Boy Network with practically no independent review, who simply "peer review" each other in a not particularly anonymous way while they dole out each other's grants and approve each other's papers.

Which is all, by the way, pretty much exactly how Dr. Richard Lindzen has described it. (More on Lindzen here.)

Worse, when I've seen the "RealClimate" blog guys try to answer these charges, they throw around words like "conspiracy" and try to laugh it off--changing the subject to "conspiracies" instead of acknowledging the real words: "Clique," and "Good Old Boy Network in the guise of peer review." Other useful terms instead of "conspiracy" might be "professional ego and reputation" and "conflict of interest among the closed group of people who 'anonymously' (wink, wink) control each other's funding and access to publication."

I happen to agree with the Wegman report that weblogs are not the place to hash out climate change research on the scientific merits. But you know what? On the issue of public policy? On the issue of how my tax dollars are spent? On the issue of demanding greater transparency and accountability? On asking for a thorough independent investigation of allegations of scientific bullying and isolation of dissenters in the so-called "peer-review process" that awards those government grants? Oh, I think those are all entirely fair discussions to have on weblogs, and among all members of the public.

I'd like to see which scientists in the Climate Change research community are willing to step forward and talk bluntly about those issues--and do more than assure us that "hey the system's not perfect but it works I assure you" or "no conspiracies here, haha, move along now."

These people not only take in millions of taxpayer dollars, but they're treated like high priests who are allowed to ask for some of the most massive and sweeping public policy changes on the globe. There is not a damned thing wrong with asking them to answer hard questions for the taxpayers and the general public. And not just about the research, but about ethics and standards and ethical practice and independent review and isolation of dissenting ideas that might be professionally inconvenient for some researchers.

I'd like to see a thorough response to the actual Wegman report, and not vague armwaving generalizations, "oh, that's boring, nothing to it, can we do something more interesting now?" No, boys and girls. If you don't want the dirty, dirty politics in your science, stop taking the dirty, dirty taxpayer money, and stop making public policy recommendations. Otherwise, it's time for a lot more questions to be answered.

I am now more convinced than ever that Richard Lindzen and others like him need to be listened to.

Posted by Dean | Permalink | Technorati Trackbacks
OCSteve:

These people not only take in millions of taxpayer dollars, but they're treated like high priests who are allowed to ask for some of the most massive and sweeping public policy changes on the globe. There is not a damned thing wrong with asking them to answer hard questions for the taxpayers and the general public.


Hear Hear. Well put. They lost me when it became apparent that the famed “hockey stick” was at best a result of sloppy statistical analysis (I’ll stick with sloppy and avoid speculating on worse scenarios).


But now a shock: Canadian scientists Stephen McIntyre and Ross McKitrick have uncovered a fundamental mathematical flaw in the computer program that was used to produce the hockey stick. In his original publications of the stick, Mann purported to use a standard method known as principal component analysis, or PCA, to find the dominant features in a set of more than 70 different climate records.

But it wasn't so. McIntyre and McKitrick obtained part of the program that Mann used, and they found serious problems. Not only does the program not do conventional PCA, but it handles data normalization in a way that can only be described as mistaken.

Now comes the real shocker. This improper normalization procedure tends to emphasize any data that do have the hockey stick shape, and to suppress all data that do not. To demonstrate this effect, McIntyre and McKitrick created some meaningless test data that had, on average, no trends. This method of generating random data is called "Monte Carlo" analysis, after the famous casino, and it is widely used in statistical analysis to test procedures. When McIntyre and McKitrick fed these random data into the Mann procedure, out popped a hockey stick shape!


I’d say that is the most obvious and damning example of their failure to work with real statisticians. I’m really biting my tongue here to not speculate on intent and motivation – I’ll stick with “mistake” for now.

To think what this network of crackpots has been able to accomplish is staggering. From Kyoto to Al Gore. “An Inconvenient Truth” indeed.
8.31.2006 9:34am
Ken Hall (www):
Judas Priest, principal components factor analysis is not exactly rocket surgery. Okay, maybe it's outpatient rocket surgery, but there are any number of statistical software packages that can handle it just fine, and some of them are freeware! Look up QMethod sometime, a freeware package from a fine gent name of Peter Schmolk in Germany used for Q-methodological analysis. QMethod can give you either centroid or principal components factor analysis, and I durn betcha SPSS or SYSTAT or SAS or any number of others can do as well, if not better. Factor analysis is not a black art that has to be hand-coded.

Frankly, the thought that my tax dollars are being used to promulgate this nonsense puts me in visual range of Last Straw.
8.31.2006 10:16am
Scott Kirwin (mail) (www):
Dean
Thanks for the timely posting of this information. I've had it with the Global Warming crowd. They are dogmatic and now center stage whenever any discussion on science occurs in the public arena.

Worse, they are achieving legislative success - with CA now mandating a 20% cut in "greenhouse gas emissions" by 2020.

Money to pay for that will not come out of a vacuum: it will come from consumers and tax payers pockets. Energy costs are high enough in that state - and they will go higher.

People are going to suffer because of this delusion of the scientific community.
8.31.2006 10:28am
Kevin D (mail) (www):
ROFL!!!

This stuff has been going on forever and I'm not at all surprised by this "revelation." Its infected nearly every field of science where science meets policy. Global warming, AIDS, ID... all of it.

Scientific fact: A stretchy, bendy fact.
8.31.2006 10:49am
Charles Werner (mail):
It's more appalling than you think OCSteve. In a paper entitled "What is the Hockey Stick Debate About" (I'd link it if I could figure out how--maybe somebody could give me a tutorial), McKitrick reveals that Mann evidently knew his data was cooked. When McKitrick examined Mann's data, he found a folder called "censored" which corrected the error that he (Mann) had made. These data showed no trend in the 20th century. So Mann clearly knew that his vaunted "hockey stick" was an artifact of flawed analysis.
8.31.2006 11:20am
Martin L. Shoemaker (www):
Charles,


So Mann clearly knew that his vaunted "hockey stick" was an artifact of flawed analysis.


That's important info, if it can be verified. We need that link! So here it is (in PDF).


The result is in the bottom panel of Figure 6 (“Censored”). It shows what happens when Mann’s PC algorithm is applied to the NOAMER data after removing 20 bristlecone pine series. Without these hockey stick shapes to mine for, the Mann method generates a result just like that from a conventional PC algorithm, and shows the dominant pattern is not hockey stick-shaped at all. Without the bristlecone pines the overall MBH98 results would not have a hockey stick shape, instead it would have a pronounced peak in the 15th century.

Of crucial importance here: the data for the bottom panel of Figure 6 is from a folder called CENSORED on Mann’s FTP site. He did this very experiment himself and discovered that the PCs lose their hockey stick shape when the Graybill-Idso series are removed. In so doing he discovered that the hockey stick is not a global pattern, it is driven by a flawed group of US proxies that experts do not consider valid as climate indicators. But he did not disclose this fatal weakness of his results, and it only came to light because of Stephen McIntyre’s laborious efforts.
8.31.2006 11:40am
zach.:
Ken,

I think that's actually the problem. The existence of canned pca routines available in almost any mathematics suite (matlab, for example), means that people can do statistical analyses on data in an incorrect way. The issue with the 98/99 research, based on the accusations of this report, is that they were using subtly but importantly nonrepresentative data for calibration, which would lead to a bias in their validation results. You're right that it isn't rocket surgery, but it's an honest and understandable mistake almost everyone using pca makes at one point or another. It's just sad it didn't get caught before the data was published.
8.31.2006 11:44am
Martin L. Shoemaker (www):
I guess maybe that last comment needs some background. From the same paper:


We of course did not drop the matter. We extended our study in two ways. First, we showed that the data mining procedure did not just pull out a random group of proxies, instead it pulled out an eccentric group of bristlecone pine chronologies published by Graybill and Idso in 1993.13 These trees (the Sheep Mountain series in Figure 5 is an example) were studied because of their pattern of cambial dieback. They all turned out to exhibit a 20th century growth spurt that has not been fully explained, but is likely to be at least in part due to CO2 fertilization and is known not to be a temperature signal since it does not match nearby temperature records. The original authors (and others) have stressed that they are not proper climate proxies. So we felt it was important to examine what would happen to the MBH98 results if the Graybill-Idso proxies were excluded from the NOAMER group.


So to clarify: the bristlecone pine growth "are not proper climate proxies", in the opinion of those who studied them. Dr. Mann produced a graph without them, and found no hockey stick shape. He moved that data set into a folder called CENSORED. Then he added the bristlecone pine data -- which themselves already showed a 20th century growth spurt (i.e., a hockey stick) -- and voila! A hockey stick emerged. And that was the graph which was published.
8.31.2006 11:49am
Matthew B. (mail) (www):
Dean,

Good work presenting the paper's findings. I read the entire report about a week after it came out and saved a copy on my hard drive at home so that I could wade through it again; somehow, I never saw fit to post about it. I excerpted and highlighted almost exactly the same sections that you did and forwarded it to some GW true believers that I know. All I got in return was a lot of hand waving.

I liked the reference to the (non-)independent reviews. If I had written the report, I'd have described it as circle jerk. Then again, no one has ever accused me of being overly diplomatic.
8.31.2006 1:51pm
willem:
When "Science" is practiced as a secular religion, you get the worst of human nature scheming to convert fact and doctrine into money and celebrity, and the authority over who gets more of it. This IS corruption.

HIV=>AIDS and Anthropogenic Global Warming have this very thing in common: Science practiced as a Secular Religion.

Worsening tribalism is a symptom of this form of social sepsis. It has reached striking proportions thoughout the modern university system. The sacking of Lawrence Summers at Harvard is a profoundly illuminating example of the diseased form of corporatism and thuggery which have taken hold in these institutions. There are predators in human society. Why do some well-meaning folks like Aziz think that Science or university are somehow exempt. Much the opposite is true. Bureaucratic institutions and 'academy' tends to instead concentrate the worst. "Science-ism" and Scientific Socialism murdered over 100 million innocent non-combatants during just the 20th Century. Please, let us fear all worship of anything of this earth. Malignant Narcissism is the WMD within the WMD.

Youngsters like Aziz need to read more Eric Hoffer, Jose Ortega y Gasset, Alan Watts and open their mind.

What we are told and what we have memorized are poor substitutes for an awakened intelligence, which comprises a state of understanding which is nearly always greater than the sum of the parts.

Worship facts and you will forever be the factgivers fool.
8.31.2006 8:38pm
Hank Barnes (mail):
I think this Dr. Lindzen fellow oughta be given a large public forum to have his views aired and heard. Surely, the proponents of global-warming would welcome a fellow scientist attempting to falsify their opinions.

How are we supposed to learn which competing theory is more sound -- without a good, old fashioned scientific debate?

That's what good science is all about!

Hank Barnes
9.1.2006 2:27am