Guest essay by Eric Worrall
NASA researcher Mark Richardson has completed a study which compares historical observations with climate model output, and has concluded that historical observations have to be adjusted, to reconcile them with the climate models.
The JPL Press Release;
A new NASA-led study finds that almost one-fifth of the global warming that has occurred in the past 150 years has been missed by historical records due to quirks in how global temperatures were recorded. The study explains why projections of future climate based solely on historical records estimate lower rates of warming than predictions from climate models.
The study applied the quirks in the historical records to climate model output and then performed the same calculations on both the models and the observations to make the first true apples-to-apples comparison of warming rates. With this modification, the models and observations largely agree on expected near-term global warming. The results were published in the journal Nature Climate Change. Mark Richardson of NASA’s Jet Propulsion Laboratory, Pasadena, California, is the lead author.
The Arctic is warming faster than the rest of Earth, but there are fewer historic temperature readings from there than from lower latitudes because it is so inaccessible. A data set with fewer Arctic temperature measurements naturally shows less warming than a climate model that fully represents the Arctic.
Because it isn’t possible to add more measurements from the past, the researchers instead set up the climate models to mimic the limited coverage in the historical records.
The new study also accounted for two other issues. First, the historical data mix air and water temperatures, whereas model results refer to air temperatures only. This quirk also skews the historical record toward the cool side, because water warms less than air. The final issue is that there was considerably more Arctic sea ice when temperature records began in the 1860s, and early observers recorded air temperatures over nearby land areas for the sea-ice-covered regions. As the ice melted, later observers switched to water temperatures instead. That also pushed down the reported temperature change.
Scientists have known about these quirks for some time, but this is the first study to calculate their impact. “They’re quite small on their own, but they add up in the same direction,” Richardson said. “We were surprised that they added up to such a big effect.”
These quirks hide around 19 percent of global air-temperature warming since the 1860s. That’s enough that calculations generated from historical records alone were cooler than about 90 percent of the results from the climate models that the Intergovernmental Panel on Climate Change (IPCC) uses for its authoritative assessment reports. In the apples-to-apples comparison, the historical temperature calculation was close to the middle of the range of calculations from the IPCC’s suite of models.
Any research that compares modeled and observed long-term temperature records could suffer from the same problems, Richardson said. “Researchers should be clear about how they use temperature records, to make sure that comparisons are fair. It had seemed like real-world data hinted that future global warming would be a bit less than models said. This mostly disappears in a fair comparison.”
NASA uses the vantage point of space to increase our understanding of our home planet, improve lives and safeguard our future. NASA develops new ways to observe and study Earth’s interconnected natural systems with long-term data records. The agency freely shares this unique knowledge and works with institutions around the world to gain new insights into how our planet is changing.
For more information about NASA’s Earth science activities, visit:
Read more: http://www.jpl.nasa.gov/news/news.php?feature=6576
The abstract of the study;
Reconciled climate response estimates from climate models and the energy budget of Earth
Climate risks increase with mean global temperature, so knowledge about the amount of future global warming should better inform risk assessments for policymakers. Expected near-term warming is encapsulated by the transient climate response (TCR), formally defined as the warming following 70 years of 1% per year increases in atmospheric CO2 concentration, by which point atmospheric CO2 has doubled. Studies based on Earth’s historical energy budget have typically estimated lower values of TCR than climate models, suggesting that some models could overestimate future warming2. However, energy-budget estimates rely on historical temperature records that are geographically incomplete and blend air temperatures over land and sea ice with water temperatures over open oceans. We show that there is no evidence that climate models overestimate TCR when their output is processed in the same way as the HadCRUT4 observation-based temperature record3, 4. Models suggest that air-temperature warming is 24% greater than observed by HadCRUT4 over 1861–2009 because slower-warming regions are preferentially sampled and water warms less than air5. Correcting for these biases and accounting for wider uncertainties in radiative forcing based on recent evidence, we infer an observation-based best estimate for TCR of 1.66 °C, with a 5–95% range of 1.0–3.3 °C, consistent with the climate models considered in the IPCC 5th Assessment Report.
Read more (paywalled): http://www.nature.com/nclimate/journal/vaop/ncurrent/full/nclimate3066.html
Frankly I don’t know why the NASA team persist with trying to justify their increasingly ridiculous adjustments to real world observations – they seem to be receiving all the information they think they need from their computer models.

When it comes to climate, adjustments are endless. And the numbers all agree, its magical. co2 has the ability to change the past. And another study that will end up being quoted as fact from a guess.
The prediction rate is near perfect at predicting that CAGW will have to adjust the numbers they adjusted and readjusted will have to be readjusted.
Oh, Oh…. we won’t need air conditioners, (the new evil kid in town) if we go into a temperature decline. But with adjustments I’m certain that whatever the future holds it will be, regardless of reality, hotter than ever.
How come that the press releases at NASA never provide the full title of the paper, identifies the authors and provides a link to the paper itself?
Isn´t NASA paid by tax payers? Shouldn´t products like this paper be freely available for public scrutiny?
Why, Science or Fiction, how dare you ask for transparency from NASA. Of course they will ask taxpayers who want to read the article to pay for the work they have already paid for and the overhead, and the bonuses, and for … well for everything in that rotting bureaucracy . How far they have fallen since 1969.
I’m a layman when it comes to Climate science but I have always wondered why current temperatures haven’t been adjusted downwards to account for the Urban Heat Island effect. I would think that would have wiped out most of the recent global warming and would’ve created more relevant apples to those referred to in this study.
Add to that the removal of atmospheric sulphur by the clean air acts in 50’s 60’s 70’s 80’s which would have caused warming. And we’re only laymen.
I am altering the data. Pray I don’t alter it any further.
The Cook/Nuccitelli/Lewandowsky/Oreskes connection explains a lot.
‘Richardson M, Selected Publications:
Cook J, Oreskes N, Doran P, Anderegg W, Verheggen B, Maibach E, Carlton S, Lewandowsky S, Skuce A, Green S, Nuccitelli D, Jacobs P, Richardson M, Winkler B, Painting R, Rice K (2016)
Cook J, Oreskes N, Doran P, Anderegg W, Verheggen B, Maibach E, Carlton S, Lewandowsky S, Skuce A, Green S, Nuccitelli D, Jacobs P, Richardson M, Winkler B, Painting R, Rice K (2016) Consensus on consensus: a synthesis of estimates on human-caused global warming. Environmental Research Letters doi: 10.1088/1748-9326/11/4/048002
Cook J, Nuccitelli D, Green SA, Richardson M, Winkler B, Painting R, Way R, Jacobs P, Skuce A (2013) Quantifying the consensus on anthropogenic global warming in the scientific literature. Environmental Research Letters 8 (2) doi: 10.1088/1748-9326/8/2/024024.
Nuccitelli D, Cowtan K, Jacobs P, Richardson M, Way R, Blackburn A-M, Stolpe MB, Cook J (2013) Comment on “Cosmic-Ray Driven Reaction and Greenhouse Effect of Halogenated Molecules: Culprits for Atmospheric Ozone Depletion and Global Climate Change” International Journal of Modern Physics B doi: 10.1142/S0217979214820037’.
When Models & Data conflict => Change the Data … then hide, or better, destroy the original Data. This is much easier if you control your own Server.
Why bother looking out your window? Just look at your Windows.
Talk about an alternate reality!
“Because it isn’t possible to add more measurements from the past, the researchers instead set up the climate models to mimic the limited coverage in the historical records.”
And climate models are very poor to regional climate, so how can they tell anything about the accuracy.
Especially in the Arctic it is difficult, because the models operate with anomalies from a temperature you dont know about, and the Arctic is very sensitive to absolute temperature around 0.
I wait for the moment, they adjust the global temperature 1870 to – 3 ° K 🙂
I am not sure what Mosh and Stokes said, but I have a solution.
Close all the observation stations. Use only models. When the media need a temperature for a location, you find it on the model curve and read it. SUCCESS!! 100 % accuracy.
It is simple.
Suppose u have a model. It covers the whole earth.
Suppose it shows no warming from -80 to 80.
Suppose it shows 10c warming at both poles.
You average everything and find the global average is
.5c. Because the poles are a small area.
But still your average shows some warming.
Now you have observations. . They only cover -60 to +70
Their average shows no warming.
So.. The authors are pointing out that the models show warming where we have no observations to compare.
But if we compared them where they both have data they look correct.
A smart skepic would not compare apples and oranges.
Try this point of view.
Earth 200k YBP equals Earth 400k YBP (approximately)
Earth (with no anthropogenic greenhous gases) does not equal Earth (with anthropogenic greenhouse gases)
Now, tell me the second statement is not true. You guys say the two are not equal constantly by telling us how much we have altered the climate system. You seem to have no reason to lie about that, so that statement must be true. Therefore, the only possible comparison is apples to oranges. I agree with you. It is simple.
“But if we compared them where they both have data they look correct.”
So what? I can fit a quadratic polynomial to an exponential curve, and show that they agree very closely over a particular domain. Outside of that domain, however, there is no guarantee that they will continue to track and, indeed, they will not for long.
Better yet, vote for Trump and hope he eliminates all the global warming fraud in NASA, and throughout the bloated government.
Is Mark Richardson a quirkologist? That’s nice.
Funny.
If I got this right……this seems another attempt to save the Global Warming, by adding 19% more warming via Arctic……..
So the claim is that there is some loss of Global Warming due to bad measurements in the Arctic……..meaning that there possibly is a loss of natural Global warming, natural yes…..any loss of warming in Arctic is a loss of a natural warming. Increasing warming via Arctic is increasing the natural warming quantity, as the anthropogenic one increases or if it existed at all will be in Tropics not Arctic.
If nothing missing in Tropics then nothing anthropogenic is missing……..
In the end of the day their models either wrong or not supporting at all the AGW……
Really funny.
The AGW is missing as a result of missing hot spots in Tropics……..did these guys forget that so soon?
No amount of “correction” can fabricate that……..
But anyway, it will be strange to contemplate an easy end to science weirding.
Hopefully I have not got this backwards……
cheers
And the ‘enlightened’ ones (the same ones whose collective stupidity was leveraged to pass obamacare as said by the architect of obamacare, Jonathan Gruber) wonder why we want to check their work. This is just going to make me even more suspicious of climate ‘science.’
FWIW, I also noticed on the JPL kid’s climate page last year that they show a close correlation between Antarctica temp and CO2 but make absolutely NO mention that the temperature rises first.
Just throw in an volcano or two and watch the numbers jump
It would seem that soon NASA will replace observations with model simulation numbers. Why even correlate to erroneous real world data?
When you have models that are total garbage, adjustment to real world data is a massive, full time, large staffing job.
If they add 19% we’re all a heck of a lot closer to dying.
Imagine the climate refugees when the news gets out.
Floridians will be heading to moving to unprepared Fargo.
And stuff like that there.
Kidding aside. Are we in an era of human degradation or what?
The combined ignorance and dishonesty that is common place and acceptable makes me wonder where all of this is heading.
If we can’t have accurate information and honesty guiding the human race what are we to expect?
It can’t be good.
Still discovering that they got it wrong. I may have misunderstood this but, it seems they want to introduce warmer historical Arctic records that don’t exist. Isn’t that going against the grain where they previously made the past ”cooler”? Surely a warmer past is not part of the narrative.
If cooling is imminent, they will need to suppress current temps. Logic and history tell us that it won’t keep warming forever. Even if the whole alarming thing was correct, something more powerful has kept the warming in check and indeed brought it to a halt for the best part of twenty years. Not insignificant, I think.
I also don’t think that comparing Today’s thermometer observations with a guess what it may have been, in a remote inaccessible part of the Arctic, (or anywhere else) 150/ 200/ 500 … years ago, is an apple to apple comparison.
Eamon.
“Still discovering that they got it wrong. I may have misunderstood this but, it seems they want to introduce warmer historical Arctic records that don’t exist. Isn’t that going against the grain where they previously made the past ”cooler”? Surely a warmer past is not part of the narrative.”
The records EXIST
the problem is that
GISS cannot use them
HADCRUT cannot use them
WHY
1. because they both use ANOMALIES
2. to calculate an anomaly the series needs data in either 1951-1980 time period
or the 1961-1990 time period
Let me make this point with a huge HYPERBOLE
Imagine tommorrow that we instrumented every square inch of the arctic and measured the temperature for 30 years..
They would still not be ale to use this data because they rely on an anomaly method that uses a base period
BUT, if you work in absolute temperature you can use this data. So for the arctic ( take greenland) there is a good amount of data that neither Hadcrut nor GISS can use
HADCRUT just leaves the arctic blank
GISS extrapolates.
Well you dont have to do either one of those if you just use the data that is available..
And there is more available than we use.. so we can actually do out of sample testing..
which is fun, but nobody cares much
Thanks for explaining this.
Indeed. It’s amazing how someone who is accused by some here of distorting the temperature record to ensure his paycheck, spends so much time explaining science, with insights that are hard to come by if you don’t actually actively work in the field.
In other news climate scientists are introducing their version of the casino game of roulette. Their version consists of a wheel having only red numbers and a roulette table only allowing bets on black but they assure the public that the game is fair. 😉
Never mind what the real-world data says. Rely on our data since we are the ones that get paid millions and want to continue to receive millions of dollars from the government. Because we know what’s best because we get paid lots of money and we want to continue to get paid lots of money. Because we know what’s best, because we get paid lots of money and want to continue to get paid lots of money. What a joke
It would be a lot cheaper for all concerned if we closed all weather observation stations and just relied on computer models to tell us what the temperature is.
There are records that go back to the 1700s.
The Royal Society and the Hudson Bay Company teamed up in 1769 to record one of the earliest temperature records based on the new accurate thermometer which was only recently invented at that time.
I think this was compiled by Tim Ball for his Phd thesis based on Hudson Bay Company records.
No long-term warming trend from these earliest of all records for the quasi-Arctic.
http://www.john-daly.com/p-bears/hudson%20bay.gif
http://www.john-daly.com/p-bears/hudson%201769-2002.gif
http://www.john-daly.com/p-bears/hudson%201895-2002.gif
And then Greenland temperature records back to 1880.
http://appinsys.com/globalwarming/RS_Greenland_files/image023.gif
“NOT A CHANCE” that this study used ANY of these records.
http://berkeleyearth.lbl.gov/auto/Stations/TAVG/Figures/153759-TAVG-Comparison.pdf
http://berkeleyearth.lbl.gov/stations/10682
http://berkeleyearth.lbl.gov/stations/153753
http://berkeleyearth.lbl.gov/stations/153803
greenland to 1820
http://berkeleyearth.lbl.gov/regions/greenland
For greenland hadcrut cannot use recent data which captures the rapid warming
http://berkeleyearth.lbl.gov/stations/174577
http://berkeleyearth.lbl.gov/stations/137001
Yet, somehow your Berkeley Earth regional summary produces 3.0C of warming for Nunuvut and Greenland based on these records. Just like when I checked my own location and found 3.0C warming when the quality-controlled figures are just 0.5C.
Your “break-point” algorithm is biased upward by more than 100%. The increase is more than doubled compared to quality controlled station records in every case.
Well, if you’re going to alter the data to make it warmer, what better time than to release it than in the third week of July, during a heat wave.
K, you know that was purely accidental as was Hansen’s and Wirth’s adjusting the thermostats higher in the Congressional hearing. All purely chance. Simply chance, NASA does not employ scoundrels, it only hires the best, the very best scientists in the world for the space program. The nuts, knuckle draggers, and other assorted undesirables NASA puts in their climate change studies programs.
“The future is certain, it is only the past that needs to be managed!” Comment emanating from inside the Soviet bloc during the ‘Cold War’.
Could you imagine if I had a failing business (funded by government grants), but I state that my business model CLEARLY states I have a successful business, all I need to do is to magically increase my business profit on paper by 19%, Shazam! A profitable business. Here, Mr. Taxpayer, is my inflated bill which includes a generous compensation package for me and my board of directors.
Any company doing such a business would be rightfully hauled in by the S.E.C. and the CEO would be in handcuffs. If a corporation would be labeled as ‘evil’ for such a practice, why not a government entity?
Why not? You can’t blame them, they’re trying to save the planet.