Is the Earth Becoming Dangerously Warmer?

Guest essay by J. Scott Armstrong

In his 2007 book, Assault on Reason, former U.S. Vice President Albert Gore claimed that “many scientists are now warning that we are moving closer to several ‘tipping points’ that could, within as little as 10 years, make it impossible for us to avoid irretrievable damage to the planet’s habitability for human civilization.” Ten years later, the results are now in, or so UN Climate Change Executive Secretary Patricia Espinosa would have us believe. In the first week of May 2018, the UN released its annual report with the conclusion that “Climate Change is the single biggest threat to life, security and prosperity on Earth.” And, on May 23 this year, an editorial in Nature published projections of severe economic damage from dangerous global warming. So is the Earth really becoming dangerously warmer?

In 2007, Kesten Green, from the University of South Australia, and I published “Global Warming: Forecasting by Scientists versus Scientific Forecasting.” In it, we evaluated the forecasting methods the 2001 U.N. Intergovernmental Panel on Climate Change (IPCC) used to derive their forecasts of dangerous warming. We concluded that their methods violated 72 of the 89 relevant forecasting principles in the Principles of Forecasting handbook. Even a single violation could render a forecast useless. The IPCC report included nothing to suggest that the authors were aware of the enormous improvements in forecasting methods and principles over the past century. (See here for the most recent description of methods, principles, and evidence).

The IPCC used selected expert opinions about the effects of carbon dioxide levels and other variables to create computer models that provide the numerical and graphical basis for their “scenarios”—detailed stories of “possible” futures. Scenarios have no validity for forecasting, as they are based only on experts’ ideas about what might happen. In practice, the use of scenarios encourages extreme forecasts and gives decision-makers unwarranted confidence in the forecasts. (See a review of the evidence.) Other experts consider the IPCC’s scenarios to be implausible; see, for example the Global Warming Petition Project, which was signed publicly by more than 30,000 [scientists and engineers].

In 1980, I published a review of research on expert forecasts. The review led to the conclusion that experts’ forecasts about complex uncertain situations are no more accurate than those of non-experts. Most people resisted the conclusion, resulting in the Seer-Sucker Theory: “No matter how much evidence exists that seers do not exist, suckers will continue to pay for the existence of seers.”

This general conclusion about experts applies to environmental issues. For example, at the first Earth Day in 1970—when global cooling was a major concern—a widely quoted expert, Paul Ehrlich, predicted that between 1980 and 1989, four billion people, including 65 million Americans, would perish due to lack of food and other resources.

The above failings prompted me to challenge Mr. Gore to a ten-year $10,000 bet on the most accurate way to forecast global temperatures. The bet was proposed as an objective effort to focus attention on assessing the accuracy of alternative forecasting methods. I forecasted that there would be no long-term trend. Interestingly, this is consistent with the IPCC report’s conclusion in their technical section on forecasting, which stated that due to the complexity of the problem: “the long-term prediction of future climate states is not possible.” (That observation was ignored in the IPCC’s administrative summary.) My forecast is also consistent with the Golden Rule of Forecasting, which is to be conservative when forecasting in an uncertain situation. Nevertheless, I was not highly confident that I would win the bet due to the common range of natural variation over a ten-year period.

Mr. Gore declined my challenge. So, I used the 2001 U.N. Intergovernmental Panel on Climate Change (IPCC) projection of 3°C-per-century warming as a relatively conservative forecast to stand for his undefined but rather alarming sounding “tipping point.”

Kesten Green monitored the bet from 2008 through 2017 by using monthly satellite data from the University of Alabama at Huntsville. Satellite data are more reliable than land-based stations, which are often contaminated by poor maintenance, elimination of stations, urban areas, and unexplained adjustments to historical data. Furthermore, in line with the IPCC report’s concern—“reverse the decline of observational networks in many parts of the world. Unless networks are significantly improved, it may be difficult or impossible to detect climate change over large parts of the globe”—the satellite data cover the whole Earth. Thus, we refer to the satellite data graph as the “Whole Earth Thermometer.”

Which method provided forecasts with the smallest errors? Over the 120 months of the original “bet,” ending on December 31, 2017, the absolute errors of the no-trend forecast were 12% smaller than those of the IPCC’s “dangerous warming” projection.

I am extending the bet by ten years. My bet is that the no-change model will be more accurate over the 20-year period beginning in 2008 and running through 2027, retaining 2007 as the base year.

I am confident about winning the extended, 20-year bet. Why? In 2009, Kesten Green, Willie Soon and I published a paper in the International Journal of Forecasting in which we compared the accuracy of forecasts based on the IPCC projection with the accuracy of no-trend forecasts. The IPCC authors had explained that, “global atmospheric concentrations [of carbon dioxide, etc.]…have increased markedly as a result of human activities since 1750.” So, we used the U.K. Met Office Hadley Centre’s complete land-temperature data from 1850—when the industrial revolution was in full swing—through 2007. We made forecasts every year from 1850 through 2007 (the complete series) to forecast one-year-ahead, two-ahead, and so on, up to 100-years-ahead. As the forecast horizon increased, the IPCC forecast errors increased consistently and rapidly versus the no-trend forecast. For horizons 91to100 years, the errors were, on average, 12.6 times larger than those from the no-trend forecast. To our knowledge, that paper is the only peer-reviewed article published in a scientific journal that provides long-range forecast of global mean temperatures that complies with scientific forecasting methods and principles.

In 2014, we used the same procedures to analyze temperatures covering the 1,820 years from 116 through 1935, (the complete time series) again finding no evidence of warming. Instead, the forecast errors of the global warming hypothesis were twice those of the global cooling hypothesis, which, in turn, were twice as large as the forecast errors from the no-trend model.

Finally, Kesten Green and I contacted experts for examples of situations analogous to global warming, and also consulted the literature. Out of 71 analogous situations, 26 met our criteria that the alarm was: (1) based on forecasts of human catastrophe arising from effects of human activity on the physical environment, (2) endorsed by experts, politicians and the media, and (3) accompanied by calls for government action. The government acted in 23 of these 26 situations (e.g., DDT, acid rain, global cooling, and mercury in fish.) All of those alarming forecasts were based on experts’ opinions, rather than valid forecasting methods. None of the forecasts came true. The government policies were found to be harmful in 20 of the situations, and beneficial in none. (Green and Armstrong, 2011.)

Failing scientific evidence to support their case, advocates of the dangerous manmade global warming hypothesis have turned to the “Precautionary Principle,” which argues that uncertainty—ignorance about the situation—requires immediate action. That is a political principle, not a scientific principle, and the appropriate citation for it is George Orwell’s Nineteen Eighty-Four.

In contrast, I suggest that you ignore expert opinions about climate change. Instead, follow the Golden Rule of Forecasting to be conservative. In addition, monitor temperatures using the objective Whole Earth Thermometer along with a predetermined benchmark year, whether Gore’s revelation or the first use of satellite data, to determine whether there is indeed a very long-term warming (or cooling) trend that goes dangerously beyond normal variations before considering actions.


Dr. J. Scott Armstrong is a Professor at the University of Pennsylvania. In the interest of full-disclosure, he states that he is biased toward more warming because, in his opinion, the Earth is below its optimum temperature level.

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Rob Dawg
June 1, 2018 2:48 pm

> —“reverse the decline of observational networks in many parts of the world. Unless networks are significantly improved, it may be difficult or impossible to detect climate change over large parts of the globe”—

Send moar money!

This needs to be saved for future derision.

June 1, 2018 3:01 pm

J.Scott Armstrong
You will win your bet.
The UAH record is a very good barometer, but when anomalies are used in a dynamic enviournment and there is no historical detail or follow up analysis both in location and time of year to determine why the temperature changed it can be misleading.

An example was a comment with a UAH report early 2016 that a certain place in Russia warmed by 7 degrees from -27 to -20. My own research identified the only thing that occurred was that wind direction changed bringing in warm air. Yes it was warmer, had a significant influence on the anomalies but was simple to identify.

The satellite era has coincided with increased ocean heat release that heads poleward altering the 2 meter anomaly, and the example in the above paragraph.

Ocean heat release volume also affects various downstream phenomenon within the atmosphere via displacement, that has been an interest of mine. When looking at the trends on down stream effects over the satellite era, you are safe in doubling your bet.
Regards

Reply to  Ozonebust
June 1, 2018 4:00 pm

The UAH measurement while full of integrity and accuracy is only one dimension of recording heat release and relocation in a multidimensional dynamic system.

Louis
June 1, 2018 3:36 pm

“…we evaluated the forecasting methods the 2001 U.N. Intergovernmental Panel on Climate Change (IPCC) used to derive their forecasts of dangerous warming. We concluded that their methods violated 72 of the 89 relevant forecasting principles in the Principles of Forecasting handbook.”

But at least they got 17 of 89 principles right. That’s good enough for government work. Besides, they have the “good intentions” of saving the planet from an infestation of human parasites. So such noble ends justify the means. /Sarc

MarkW
June 1, 2018 3:46 pm

How can a temperature that the Earth has exceeded 5 times in the last 10K years, be dangerous?

Tony Banton
Reply to  MarkW
June 2, 2018 11:41 pm

Err … maybe because 10K years ago there weren’t 7.6 billion people on the planet with their attendant infrastructure.
But just guessing there (sarc).
Question: why is the above not obvious to you?

Clyde Spencer
June 1, 2018 4:55 pm

Scott believes “…the Earth is below its optimum temperature level.” This is an important point that I don’t think gets enough attention. What is the probability that during the 4.5 billion year history of Earth it just happened to be at the optimum average global temperature at the beginning of the Industrial Revolution? Having just come out of an ice age, which isn’t friendly to vegetation, it is unlikely that the average temperature was too high. Obviously, there was a need to be warmer. Would two or three degrees suddenly bring the world to a Tipping Point, or a catastrophe? Considering that it has been warmer in the past, it is unlikely. The bottom line is that it is important to ask the question, “What is the optimal average global temperature?” Until that question is answered, it is premature to be running around predicting catastrophe. Attempting to prevent further warming might actually be the wrong thing to do. The point is, as with so many things related to climate, we really don’t know what we should do. Certainly, it shouldn’t be the analogue of “Ready, fire, aim.”

Clyde Spencer
June 1, 2018 4:57 pm

OK, is the clock ticking on my window of opportunity to edit my submission while my comment is in moderation?

June 1, 2018 5:40 pm

“Satellite data are more reliable than land-based stations, which are often contaminated by poor maintenance, elimination of stations, urban areas, and unexplained adjustments to historical data”

nope. the best proof is the very changes the uha team have had to make to their record. the structural uncertainty is very high.

further.

1. despite some stations being dropped, more have been added. over 45000 now.
2.you can eliminate all urban stations and get the same answer. in our database there are 12000 stations with no urban area within 50km
3. adjustments are explained and independently verified.

pro tip..look at the satellite code before you talk outside your area of competence.

Felix
Reply to  Steven Mosher
June 1, 2018 5:45 pm

Your every comment is outside your area of competence.

Clyde Spencer
Reply to  Steven Mosher
June 1, 2018 6:06 pm

Mosher,
Adding new stations doesn’t help the problem of historical continuity and guarantee that the new stations are measuring the same thing as the old stations. GCMs predict that temperatures and precipitation in the future will change different amounts in different areas. So, unless the new stations are added to the same climatological regions in the same proportion as those that have been dropped, there will be a bias introduced. Even so, there is no assurance that the new stations are representative of what the old stations were measuring because of the possibility that the microclimates are different.

Luc Ozade
June 1, 2018 8:08 pm

Had I been able, I would have given Dr Armstrong 5 stars for his article.

June 1, 2018 9:16 pm

“The forecasts in the Report (IPCC AR4) were not the outcome of scientific procedures. In effect, they were the opinions of scientists transformed by mathematics and obscured by complex writing. Research on forecasting has shown that experts’ predictions are not useful in situations involving uncertainly and complexity.” (Armstrong and Green, 2007)

Experts’ opinion is called the Delphi method of forecasting. Named after the ancient Oracle of Delphi. According to legends, the priestess inhales hallucinating fumes before speaking her prophesies. When high on drugs, the young beautiful priestess was often raped by the men who purport to seek “her wisdom.” The Delphi method seems to be a fitting name for a forecasting method as scandalous as the ancient Oracle of Delphi.

Roger Knights
June 1, 2018 9:39 pm

Author: “see, for example the Global Warming Petition Project, which was signed publicly by more than 30,000 climate scientists.”

Not 30,000 climate scientists.

RoHa
Reply to  Roger Knights
June 2, 2018 10:35 pm

I don’t think there are that many climate scientists. If there are, we’re doomed.

JimM
June 1, 2018 9:58 pm

Models (forecasting) all have inherent limitations – faulty representation of phenomenon lacking full understanding. I spent most of career and all of retirement fixed on statistical models. I’ve become more of a “proof in the pudding” guy.

Instead of quibbling over the modeling of highly erratic and extremely complex systems I prefer to focus on whatever detrimental results we’re really concerned about. “Climate change”, “global warming”, “CO2 levels”, etc are all dubious labels used to advance hidden agendas from every latitude on the planet. None have easily definable noticeable direct effects on any individual.

The primary concern (my opinion) WITH a noticeable direct effect on almost 70% of the world population is SEA LEVEL. All, seek for yourself, don’t let me guide you, look at the sea level trends for the past century and the current trend 21st century across the globe from many sources.

It is alarming to say the least for whatever reason; some say climate change (possible) others say undefinable (problematic). Blaming is the tools of fools; instead self actualization (find for oneself) sees through the BS because the individual triumphs regardless of your orientation or persuasion. Tc, jim.

mat
June 2, 2018 4:33 am

Which method provided forecasts with the smallest errors? Over the 120 months of the original “bet,” ending on December 31, 2017, the absolute errors of the no-trend forecast were 12% smaller than those of the IPCC’s “dangerous warming” projection.

Except that Armstrong conclusively lost his own bet. He bet “no-trend”, while the IPCC predicted in 2007:

For the next two decades, a warming of about 0.2°C per decade is projected for a range of SRES emission scenarios.

And what actually happened? Using UAH or GISS, a trend well above 0.4°C per decade:
comment image

observa
June 2, 2018 6:17 am
June 2, 2018 6:59 am

Texas sows “winter” wheat for harvest on average from May 25th to July 7th.
Alberta harvests it’s wintering over wheat around mid-August.

High protein Durham wheat, favored for pasta manufacture, is sown in spring. Alberta can grow Durham & most for U.S.A. is grown in the Dakotas (ie: not a Texas crop).

Reply to  gringojay
June 2, 2018 8:27 am

Pardon placement – meant to post this in sequence of 1st comment’s thread.

Sara
June 2, 2018 12:44 pm

Q: Is Earth becoming dangerously warm?

A: No. The only side effect of any kind is the hot air generated and emitted by those who worship at the Table of False Prophets (Profits). for their (greed) opinions are sought and feed an emotional need for hysterics.

This entire thing has become a false religion followed by people who eschewed real religion. The empty spot that requires an amorphous cloud-being to look up to is satisfied by cloud images of Algorbull and his ilk, and other such amorphous entittes. When seasonal changes take place, they will declare these to be manifestations of their prophesies and demand sacrifices of their followers in the form of more bicycles, EV autos, and the use of non-carbon origin heat and light sources. When these things fail, they will blame the failure on those who drink highballs at golf clubs and attend baseball games as a collective of false worship.

If only we could stave off the return of the ice sheets with these believers!

– This message brought to you buy chocolate chip cookies, hot tea and a good book like ‘Call of the Wild’ or ‘Moby Dick’.

jclarke341
Reply to  Sara
June 2, 2018 2:48 pm

I like the way Sarah thinks! Now where did I put those cookies?

Alan Tomalty
June 2, 2018 1:46 pm

The latest figure from UAH satellite gives 0.18 C anomaly for May 2018. Based on long term trend from 1979 the increase is 0.13C per decade. Don’t forget that that was calculated from 1979 which was a period that had been cooling for almost 40 years. So the start date of satellite measurements started from a global low. No wonder the long term trend is positive. Even so 1.3C in a century is not alarming at all. I sure would welcome an increase of 1.3C for the next century. A billion others in northern climates would too. The increase would be more at higher latitudes than at the equator so the billions at the equator would not feel the change and the plants would love it too. They will also welcome an increase in CO2 levels.

THIS GLOBAL WARMING HOAX IS A FARCE ON SO MANY LEVELS. We need more CO2 NOT less.

jclarke341
June 2, 2018 2:44 pm

I believe that this is the real ‘money’ quote from the above article:

“The government policies were found to be harmful in 20 of the situations, and beneficial in none.”

There is a profound truth in this statement that appears to apply across the entire entire spectrum of human endeavour: ‘The effectiveness of human problem solving is inversely proportional to the number of people the problem solvers claim to represent.’

This law is not just rooted in observation, but in fundamental philosophical issues involving free-will, the freedom of choice and the illusion of control. The most dangerous person to everyone in the ‘room’, is the one who believes that he knows best for everyone in the ‘room’, and is willing to use force to implement what he believes.These are the ones who leave the most dead people in their wakes.

Consequently, we are in much more danger from those who want to ‘save’ us from climate change, than we are from climate change.