Climategate
blogs.telegraph.co.uk
blogs.telegraph.co.uk
There is evidence from some of the leaked e-mails and source code that the main climate model is, in the words of an unnamed developer called Ian, useless:
I am seriously worried that our flagship gridded data product is produced by Delaunay triangulation - apparently linear as well. As far as I can see, this renders the station counts totally meaningless. It also means that we cannot say exactly how the gridded data is arrived at from a statistical perspective - since we're using an off-the-shelf product that isn't documented sufficiently to say that. Why this wasn't coded up in Fortran I don't know - time pressures perhaps? Was too much effort expended on homogenisation, that there wasn't enough time to write a gridding procedure? Of course, it's too late for me to fix it too. Meh.[1]
This is the climate model that is relied upon for public policy decisions in governments across the world. This is the model that will be used as the main arguing point for global warming in next months meeting of world leaders in Copenhagen to address the issue. This is basically the model that is responsible for political decisions that will relocate billions of dollars across the world.
And at least one of the programmers thinks it's rubbish and doesn't work.
[1] http://www.cbsnews.com/blogs/2009/11/24/taking_liberties/ent...
I never really thought I'd miss Bush but at least he was smart enough to not take the global warming stuff seriously to begin with. Even during the worst depression since the 30s Obama still wants more regulations. This is just amazing.
it was the lack of regulation that caused it
That's a debatable point. The Fed's interest rate reductions in early 2000s have caused recent credit/real estate bubble. If you listen to the Austrian School economists you would hear that without regulation (central banks) the market would set the price of money (interest rates) more efficiently. We would have more frequent booms and busts but of much much lesser magnitude.So it was politically motivated regulation that caused this recession/depression.
Further evidence is the current calling, from all quarters, for tighter regulation of the finances industry to avoid another GFC not less.
I would also argue that banks accumulated toxic assets because theey believed that they would be bailed out (moral hazard argument), which is the direct consequence of regulation.
'Too big to fail' idea has been around for quite long, one can start from LTCM more than 10 years ago, and it of course existed before that.
Fraudulent behavour is common to free market economies, but normally market participants develop mechanisms to filter out scammers (for instance J P Morgan used to say that nobody could become client of his bank without an introduction). It is when the government takes over controlling responsibility and then fails to deliver (Madoff) we have massive problems.
There's mention there of a political goal ... "of increasing minority home owners by at least 5.5 million by 2010 through billions of dollars in tax credits" ... which is not the same as regulation.
The timeline does attribute removal of regulation for the financial sector .. and also the exclusion from regulation for credit default swaps, which is pretty much the reason Bear Sterns, AIG, Lehman Bros et all went under. They stuffed themselves to the gills with toxic debt, which is fine while everything is going swimmingly, but when the housing bubble bursts it becomes more than just a burst bubble... which is all it would have been if the finance sector had been properly regulated.
Clearly he's not impressed with the quality of the code. Fair enough. There's a lot of very poor code around doing important things. It looks to me as if after all Ian's cleanups, he ends up with code that produces essentially the same as the pre-cleaned-up code, which suggests that the code-quality issues he found don't invalidate the actual calculations.
Another thing that's notable: here we have a lengthy, ill-tempered diary of someone's attempt to wrestle with this big hairy codebase and the big hairy pile of ill-formed data (supplied from the outside world; this isn't all CRU's fault) that it processes, and in all his notes of what he's doing and his interactions with colleagues we don't see anything like "Ran the code again. It's weird -- it doesn't predict any substantial warming at all" or "Joe told me to change X and Y to make the figures look scarier" or "Wait, this bit here is obviously fudged". This despite a clear willingness to moan about his colleagues' work.
In other words, this seems like it would be exactly the sort of place where you'd see evidence of conspiracy and dishonesty if there were any, and there is no such evidence there.
also "One thing that's unsettling is that many of the assigned WMo codes for Canadian stations do not return any hits with a web search. Usually the country's met office, or at least the Weather Underground, show up – but for these stations, nothing at all. Makes me wonder if these are long-discontinued, or were even invented somewhere other than Canada!"
So much for 'scientific model supported by hard data'.
Of course the model has been tweaked several times. What the hell else do you think scientists do when they have a simulation of a large complicated system and there's a constant influx of data for seeing how well it works?
The fact that they have to work with messy data is hardly their fault.
Ulp! I am seriously close to giving up, again. The history of this is so complex that I can't get far enough into it before by head hurts and I have to stop. Each parameter has a tortuous history of manual and semi-automated interventions that I simply cannot just go back to early versions and run the update prog. I could be throwing away all kinds of corrections - to lat/lons, to WMOs (yes!), and more. So what the hell can I do about all these duplicate stations?...
The problem I see is not something as dire as a conspiracy, but the fact that this is the foundation of the western worlds policy on global warming and climate change. I think we all know how hard a model like that must be to write and maintain, and it seems like there's a good chance it doesn't give reliable results.
I would say that it is a huge problem that multibillion dollar decisions are based on a model that may or may not be accurate, and that maybe we should start the discussion on climate change by putting more money into actually finding out where we stand by creating good peer-reviewed models with open data. As it stands now it seems like we might be flying blind.
Sorry if I didn't make myself clear.
It doesn't make any difference what judgements he pronounces. What matters most is his factual observations. At one point he notes that a sum of squares routine sometimes produces a negative result(!). He also notes that they are not able to reproduce their earlier results using the model. Reproducibility is one of the foundations of science. Not only can others not reproduce their results, they can't even reproduce their own results.
This raises a further question that I haven't seen mentioned: was this code and data under version control? And was that lack of version control considered a bug or a feature? We are talking about billions of dollars being spent based on models that apparently had no source control . If they did, they should be able to reproduce.
>1)http://camirror.wordpress.com/2009/11/25/willis-eschenbachs-...
>2)http://www.tickerforum.org/cgi-ticker/akcs-www?post=118625...
>3)http://camirror.wordpress.com/2009/11/23/john-mitchells-revi...
Nothing new to see here.
There are certainly things to be worried about in those emails, but proof of a conspiracy they ain't.
http://www.economist.com/sciencetechnology/displayStory.cfm?...
Should I soon expect to see articles arguing for the "final nail in the coffin" of evolution because of gaps in the fossil record?
If we had such a conspiracy in the field of evolutionary biology, then yes, I'd be rethinking how seriously we should take the theory of evolution. Fortunately, biologists are a lot more open with their data than climate scientists.
I think your main point is that you feel there are too many threads on this subject.
On this issue, I almost agree with you. However, this is a watershed event, so perhaps it really does deserve more posts than the release of a new iphone app.
Happy Thanksgiving.