GHCN's Dodgy Adjustments In Iceland

Guest post by Paul Homewood

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Take a look at the two graphs above. They are both mean temperature plots for Stykkisholmur, a small town in the west of Iceland.

Now take another look!

The top one is the official Icelandic Met Office (IMO) plot, and it clearly shows a gradual upward trend since the early 19thC, interrupted by cold periods between 1860 and 1880, and again in the 1960’s and 70’s. (The latter are famed in Iceland as the “Sea Ice Years”, when agriculture and fishing suffered so heavily that unemployment soared and the currency devalued by 50% for a full history, check here.) Current temperatures are about the same as they were in the 1930’s and 40’s. (The graph only runs to 2007, but temperatures have dropped since then).

The IMO’s narrative that appears with the graph states.

The time from 1925 onwards is dominated by a very large cycle that does not show an overall significant warming, although the temperature rise of the last 20 years is considerable.

The 20th century warm period that started in the 1920s ended very abruptly in 1965. It can be divided into three sub-periods, a very warm one to 1942, a colder interval during 1943 to 1952, but it was decisively warm during 1953 to 1964.

The cold period 1965 to 1995 also included a few sub-periods. The so called “sea ice years” 1965 to 1971, a slightly warmer period 1972 till 1978, a very cold interval during 1979 to 1986, but thereafter it became gradually warmer, the last cold year in the sequence being 1995. Since then it has been warm, the warmth culminating in 2002 to 2003. Generally the description above refers to the whole country, but there are slightly diverging details, depending on the source of the cold air.

Now take a look at the second graph. This is from GHCN. Ignore the bits on the left and check the graphs on the right. The top, red, plot is the actual temperature record, which follows the IMO trend. The second, yellow plot, however, is the adjusted GHCN record, which is the one actually used for global temperature calculation by both GHCN and also GISS. The bottom graph shows the value of the adjustment, with blue indicating adjusting down up to 1964 and red being upwards adjustment since. The scale is a bit unclear, but the overall effect of the adjustment is to add a warming adjustment of 0.74C.

You might ask “where did the Sea Ice Years go?”, and you would be right. GHCN have pretty much adjusted these out of existence. The GHCN algorithm has obviously mistaken the sharp fall in temperatures in 1965 as some sort of aberration caused by a change of location or equipment, and therefore wiped it from the record. However it has not made the same assumption about subsequent and equally sharp rises. The result is that temperatures since 1990 appear to be consistently higher than the 1930’s and 40’s, which, according to the IMO, simply is not the case.

Let’s stop for a moment, and review what GHCN have to say about why they adjust.

Surface weather stations are frequently subject to minor relocations throughout their history of operation. Observing stations may also undergo changes in instrumentation as measurement technology evolves. Furthermore, observing practices may vary through time, and the land use/land cover in the vicinity of an observing site can be altered by either natural or man-made causes. Any such modifications to the circumstances behind temperature measurements have the potential to alter a thermometer’s microclimate exposure characteristics or otherwise change the bias of measurements relative to those taken under previous circumstances. The manifestation of such changes is often an abrupt shift in the mean level of temperature readings that is unrelated to true climate variations and trends. Ultimately, these artifacts (also known as inhomogeneities) confound attempts to quantify climate variability and change because the magnitude of the artifact can be as large as or larger than the true background climate signal. The process of removing the impact of non-climatic changes in climate series is called homogenization, an essential but sometimes overlooked component of climate analysis.

So have there been any such changes in Stykkisholmur in 1965? Well, not according to Trausti Jonsson, a Senior Climatologist with the IMO, who tells me

“There were minor relocations at Stykkishólmur in May 1964, May 1966 and April 1968. None has been found important at the 0.2°C level. “

Furthermore, as Trausti makes clear on his blog Iceland Weather, the IMO has calculated series with some appropriate adjustments for each individual station. In other words, if there have been changes in location or recording methods, they have adjusted for these on a specific basis already. There is no need for GHCN to make further adjustments.

So, back to GHCN. To isolate the inhomogeneities they talk about, they compare a station with other stations, via a “Pairwise Homogeneity Algorithm”. Put simply, if Stykkisholmur shows a sudden drop in temperature while other nearby stations don’t, it suggests that the “drop” is due to local, non-climatic factors, and is therefore adjusted back to the trend of other stations. But is there any evidence that this is the case in Iceland?

There are altogether six Icelandic stations listed by GHCN that are still current: Reykjavik,Vestmanneyja, Akureyri, Keflavik, Hofn and Stykkisholmur. The IMO have produced the following plot for Reykjavik, Akureyri and Sykkisholmur.

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Figure 2. 7-year running means of temperature at three locations in Iceland, Reykjavík (red trace)), Stykkishólmur (blue trace) og Akureyri (green trace). Kuldakast = cold period. The first of the marked periods was the coldest one in the north (Akureyri), the second one was the coldest in Reykjavík

So not only are the cold periods seen at Stykkisholmur repeated at Reykjavik and Akureyri, they were actually more pronounced at the latter. And what do GHCN say?

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Just as with Stykkisholmur, the temperature has been adjusted down prior to 1965 and/or up since. And not only in Reykjavik and Akureyri. Every single site in Iceland has been adjusted in the same fashion. (You might also notice that in some cases the very warm period around 1940, that the IMO refers to above, has been adjusted down).

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The “Pairwise Algorithm” is claimed to isolate non-climatic changes by comparison with other stations. But in Iceland this clearly has not happened. Every single station exhibits the same trend and at every one the algorithm has adjusted it out. There are no stations that the algorithm could possibly have used to have come to the conclusions that it did.

It is impossible to come to any other conclusion than that the software is hopelessly flawed.

How significant is all this? GHCN state that the latest set of adjustments have added 0.13C/century to global land temperatures, and of course this is on top of adjustments arising from earlier versions. This is a quarter of the reported warming across the globe since 1980.

But if the adjustments made in Iceland are patently false, can there be any confidence that adjustments made elsewhere are not also fatally flawed?

BTW – check out Reykjavik. Not only has GHCN added a massive adjustment, but GISS have actually made matters worse by adding to it when supposedly adjusting for UHI – see here.

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October 15, 2012 12:02 pm

Friensen 9:45am
I think GHCN could, station by station or region by region, say something like: “checked what the program did, decided Iceland should be Iceland, reversed the smoothing in this case”.
I agree, GISS could say that, but it would be just a capricious as including a Greenland or Irish thermometer to over-adjust an Icelandic one. Could, but not should.
No. Human judgment should be applied to the question whether globally acting model rules give defensible results locally. If not, adjust the global model rules until they do. To do otherwise means your supercomputer is just a prop hiding your use of artistry instead of science.

J Martin
October 15, 2012 12:20 pm

Perhaps those agencies involved in this sort of thing see it as the great co2 crusade where,
“the end justifies the means”…

george e smith
October 15, 2012 12:27 pm

Well the first graph claims to be a plot of “Annual Temperature” for this small town. Too bad they didn’t describe just how they arrive at this one number being the “Annual Temperature” of this town; but in the absence of support, I’ll just take their word for it.
Now I have no idea, who or what a Lowess filter is; but It is apparent from the blue plot, that it is some method of throwing away already obtained or constructed “real data/information” and replacing it with some completely phony information/data, that NOBODY actually recorded anywhere.
We then have the even more absurd pink/red/brown straight line, that purports to tell what is REALLY going on. I’m waiting for their next paper where they replace the red line with a single number that correctly reports the true Temperature of this small, previously unheard of town.
If any former student of mine were to present me with either the blue or the red lines as representative of the “Annual Temperature” data reported originially, they would get at least an F in my exam, and likely a caustic remark as well.
But let us look at the original light blue “Annual Temperature” graph. Does THAT not strike anyone as totally weird.
Around 1825 or thereabouts, there are “cycles” of either two or three year half periods, but otherwise for the rest of the 204 years, the “Annual Temperature” has a two year cyclic periodicity to it. A high value this year guarantees a low value next year and vice versa. Very little chance that next year’s “annual Temperature” will be in any way close to this year’s “annual Temperature”.
The likelihood that there is some real physical two year cyclicity to the “annual Temperature” of this small town is rather remote, in my view.
So I place little credence in the original “annual Temperature” data, and find both the blue, and red data concentrate versions, even more laughable.
We need to find some other more honest work for all the statisticians masquerading as “climate scientists.”

george e smith
October 15, 2012 12:44 pm

“””””…..John F. Hultquist says:
October 15, 2012 at 9:05 am
Steven Mosher says:
October 15, 2012 at 7:38 am
RE (I’m paraphrasing here): ‘ either another deep thinker or a liar ’
~~~~~~~~~~~~~~~~~~
In the Wall Street Journal, Daniel Henninger recently posted an essay titled ‘Obama and the L-Word’ – a word you just used. Here are a couple of his statements:
“This is a new low. It is amazing and depressing . . .
“Liar” is a potent and ugly word with a sleazy political pedigree……”””””
Well I find this discussion to be quite humorous. The concept (of liar) is quite simple, and down to earth.
When somebody says something (other than in obvious jest) that they are expecting their listeners (or readers) to believe; when they know at the time they say or write their words, that their statement is false; then they are by definition a liar. QED, what could be simpler than that.
Now anybody is capable of saying or writing something they “believe” to be true, when in fact it isn’t. So they are simply ignorant, or misinformed. Presumably they would, upon being shown that they are in error, stop repeating the false statement. Sometimes even a retraction is in order; but not always. But immediately ceasing the spread of what they now know to be untrue, is mandatory. To continue doing so, makes them the worst kind of liar.
I don’t see any point in sugar coating it. In my view, liars, and thieves, are the scum of the earth, and should be branded as such.

David A. Evans
October 15, 2012 4:38 pm

Gary Pearse says:
October 15, 2012 at 11:00 am
I have vague memories of an article back in the late ’60s/early ’70s in New Scientist claiming that humans were unique amongst mammals in being unable to produce our own vitamin C.
DaveE.

David A. Evans
October 15, 2012 4:56 pm

Further research indicates that was wrong. Guinea pigs & chimps it seems are also unable to produce their own vitamin C.
DaveE.

michael hart
October 15, 2012 6:52 pm

GingerZilla,

Wow I never ceased to be amazed at how we can model reality in a computer – forwards and backwards – better than we can observe reality itself…/sarc

Outside of climate-science, I have more than once heard a respected professor/journal-editor argue that they could produce a better description of reality by calculation rather than observation. It might even be true in some circumstances. But they no longer seemed to have the time/will/money/personnel to attempt finding out.
Other authors/papers don’t even bother mentioning reality, and just get on with comparing their results with previous calculations. It’s a lot cheaper that way, and you can publish more papers more quickly.
Yes, it is disturbing.

RDCII
October 15, 2012 8:53 pm

Mosher, I respect you, but your handwaving defense just isn’t going to cut it this time.
In this case, if Paul Homewood is correctly reporting his observations, this cold period in Icelandic history HAPPENED.
1). It was a NAMED EVENT, named back in a time when naming a climate/weather event meant something. It was an important part of Icelandic history. If Paul is correct, it is part of the journalistic and folkloric records.
2) It’s existence is echoed in the economic history of Iceland. It was truly a climate/weather event that damaged a whole country.
Given that this cold was real, do you not have any cognitive dissonance at all in saying that a record that removes the existence of this cold period from Iceland’s history, a cold period which has been documented irrespective of temperature records, must be the more correct record?
Your defense of this code has never made sense to me; you defend a computer program with the results of…another computer program. Please. Don’t. Some of us work in Software.
The handwaving isn’t going to work. However, this is the best chance you will ever have to prove your case. I’m asking you to do it.
These Icelandic sites agree with each other very well. Comparisons SHOULD give such a geographically local and consistent set of sites preference, as opposed to geographically distant sites, for determination of local temps. The local sites are consistent with each other, so their contribution to a pairwise comparison amongst themselves should have emphasized their correctness. For the end results to be so drastically changed via the computer program, pairwise comparisons must then have been done with sites that were so extremely different that they overcame the internal results.
So, tell us exactly which stations were used to create this result, how these stations altered the results of an internal comparison, and justify why it makes sense to compare Icelandic stations with those external stations, Explain WHY those temperature gauges in Iceland were wrong, even though they agree well with each other…TOBS? Site movement? And finally, justify why it makes sense to believe anything about this when other kinds of historical records besides directly measure temps back the Icelandic measurements instead of the computer-generated adjusted measurements.
Honestly, I’ve never seen a better disproof of the methodology you defend, so you’ve never had a better opportunity to make your case. You can call me a shallow thinker if you like, but I’m prepared to be informed by someone knowledgable about this particular instance…and right now, Paul’s the expert in this situation and you’re…waving your hands wildly and making insults. I really don’t want to believe the adjusted record is bad, but I need more than you’re giving.

October 16, 2012 1:16 am

It’s often puzzled me how Steve Mosher could be so acutely right and honourable in some areas (the handling of Climategate, issues of rotten practice in the IPCC, and the outing of Peter Gleick), and how consistently wrong and somewhat rude in others (as above – issues concerning the reliability of the temperature records and their adjustments).
Then again, some here might think that my own “Primer” (click my name) and earlier contributions I did like the page on Yamal and the local thermometer records was good, but they might think I’ve gone off the deep end with my support for Nikolov and Zeller which needs to challenge my beloved Clerk Maxwell’s detail of the Second Law that I consider to be faulty and in need of correction.
Ah, perhaps we all have blind spots.

Matt G
October 16, 2012 11:57 am

This is GISS surface station data available for Iceland during 2005 and it backs up being much similar to the IMO.
http://imageshack.us/a/img16/2426/gissiceland2005.png
What can be clearly seen here is that by 2004 like especially most of the stations around the Arctic circle. Temperatures are similar or even lower than during the 1930/40’s.

October 16, 2012 12:16 pm

We do. That’s why the West developed from logic, the scientific method and the double blind clinical trial.

Mac the Knife
October 16, 2012 5:23 pm

Stephen Rasey says:
October 15, 2012 at 9:05 am
Iceland is THE control. It is the laboratory where the algorithm must work in isolation. If the Algorithm breaks on Iceland, the algorithm is broken. If the algorithm gives untrustworthy results because of human error, the entire process is untrustworthy.
Perfect! A devastatingly succinct and conclusive rebuttal to the dissembling nonsense peddling!
As for your so apropo quote
It doesn’t matter how beautiful your theory is, it doesn’t matter how smart you are. If it doesn’t agree with experiment, it’s wrong. – Richard P. Feynman
Well, that is just icing on the cake!!!
Thanks for your contribution,
MtK

bushbunny
October 16, 2012 8:50 pm

ConTrar – If I remember my geography, Iceland is further north than the Hebrides islands north of Scotland? And they and some off shore Scottish islands also have reduced daylight in Winter and 22 hours of daylight during summer months. I know in summer England has very long summer days, but they have long twilight hours in comparison to Australia. I can remember as a child that I used to like going to bed when it was just still daylight outside. And falling asleep with the birds singing saying goodbye to the end of their day.

October 18, 2012 9:48 am

Mosher said “First thing you should do is go get the actual code from the ftp site.”
Reading the GHCN FAQ document it says that the code is available at
ftp://ftp.ncdc.noaa.gov/pub/data/ghcn/v3/software/
But if you look there, it isn’t. Just an empty folder.

markx
October 20, 2012 6:55 am

Some time ago it was decided (by some) that the biggest problem facing the world was global warming.
However, recently, judging by the amount of time and effort going into it, the biggest problem now appears to be that older historical records were inaccurate, and mostly too warm.
Rectifying these ‘errors’ and justifying the corrections seems to have become a major obsession of a considerable part of climate science.
It is the strangest thing, when according to them there are far more pressing issues to worry about.