Guest essay by Dr. Vincent Gray
Science is supposed to take place by the use of the “Scientific Method” defined in the following way.
THE FREE DICTIONARY
“The principles and empirical processes of discovery and demonstration considered characteristic of or necessary for scientific investigation, generally involving the observation of phenomena, the formulation of a hypothesis concerning the phenomena, experimentation to demonstrate the truth or falseness of the hypothesis, and a conclusion that validates or modifies the hypothesis”
OXFORD ENGLISH DICTIONARY
“a method or procedure that has characterized natural science since the 17th century, consisting in systematic observation, measurement, and experiment, and the formulation, testing, and modification of hypotheses.
For most of us the scientific method is what is described in official scientific publications
Yet PB Medawar in his “Is the Scientific Paper a Fraud? http://www.albany.edu/~scifraud/data/sci_fraud_2927.html
argues that
“The scientific paper in its orthodox form does embody a totally mistaken conception, even a travesty, of the nature of scientific thought. .
The conception underlying this style of scientific writing is that scientific discovery is an inductive process. What induction implies in its cruder form is roughly speaking this: scientific discovery, or the formulation of scientific theory, starts with the unvarnished and unembroidered evidence of the senses. It starts with simple observation – simple, unbiased, unprejudiced, naive, or innocent observation – and out of this sensory evidence, embodied in the form of simple propositions or declaration of fact, generalizations will grow up and take shape, almost as if some process of crystallization or condensation were taking place
The theory underlying the inductive method cannot be sustained. Let me give three good reasons why not. In the first place, the starting point of induction, naive observation, innocent observation, is a mere philosophic fiction. There is no such thing as unprejudiced observation. Every act of observation we make is biased. What we see or otherwise sense is a function of what we have seen or sensed in the past”.
The procedure described by logicians as “inductive reasoning” may be shown diagrammatically as follows
In this procedure “observation” comes first. The hypothesis and then the theory arise from the observations. The validity of the theory depends on the efforts placed in its modification from future observations.
David Hume and particularly Karl Popper have asserted that this procedure is invalid. Popper says ( http://dieoff.org/page126.htm)
“By an inductive inference is here meant an inference from repeatedly observed instances to some as yet unobserved instances ,I hold with Hume that there simply is no such logical entity as an inductive inference; or, that all so-called inductive inferences are logically invalid. I agree with Hume’s opinion that induction is invalid and in no sense justified”.
So inductive reasoning is wrong. What is the alternative? An alternative logical procedure is deductive reasoning
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Here the study begins with a proposed theory and the investigation consists of an attempt to find observations and make experiments which might confirm the theory
Medawar is equally scathing about this system
“deduction in itself is quite powerless as a method of scientific discovery – and for this simple reason: that the process of deduction as such only uncovers, brings out into the open, makes explicit, information that is already present in the axioms or premises from
which the process of deduction started. The process of deduction reveals nothing to us except what the infirmity of our own minds had so far concealed from us” So what should we do?
The alternative interpretation of the nature of the scientific process, of the nature of scientific method, is sometimes called the hypothetico-deductive interpretation and this is the view which Professor Karl Popper in the Logic of Scientific Discovery has persuaded us is the correct one.”
Popper says http://dieoff.org/page126.htm)”
“What we do use is a method of trial and the examination of error; however misleadingly this method may look like induction, its logical structure, if we examine it closely, totally differs from that of induction
I assert that scientific knowledge is essentially conjectural or hypothetical.
There can be no ultimate statements in science: there can be no statements in science which can not be tested, and therefore none which cannot in principle be refuted, by falsifying some of the conclusions which can be deduced from them.”
In so far as a scientific statement speaks about reality, it must be falsifiable; and in so far as it is not falsifiable, it does not speak about reality”
And in
“Science as Falsification” http://www.stephenjaygould.org/ctrl/popper_falsification.html
“The criterion of falsifiability is a solution to this problem of demarcation, for it says that statements or systems of statements, in order to be ranked as scientific, must be capable of conflicting with possible, or conceivable, observations. “.
The methods approved by Popper can be shown diagrammatically.![]()
These systems use a mixture of induction and deduction and they may include testing, prediction and, validation. One or other of these procedures give the best description of the scientific method as currently practised.
CLIMATE SCIENCE
Applying these methods to study the climate run into several difficulties
Scientific observations have to be repeatable and there has to be full information on the circumstances of the observation, the apparatus and the instruments used, and the name and qualifications of the observer.
These requirements cannot be met with the climate. No observation can be repeated and all the other details change over time. Although a very large number of observations have been accumulated, .the public and even scientists are prone to form premature conclusions about “trends” based on observations made in very different circumstances on different instruments by different observers.
This means that scientific conclusions based on observations alone are unreliable. They must therefore depend crucially on validation. Validation should include successful simulation of past observations, particularly the most recent and most reliable ones, but must also include successful forecasting of future observations over the entire range that the scientific theory may be used. This is the way to test for falsifiability
With weather forecasting the crucial test is the forecast itself, and the extent to which the theory is continually modified to accommodate new information.
This procedure is a routine function of all meteorological services. Its success has made it amongst the most useful of all scientific services. Its limitations are a consequence of the current inherent difficulties of climate science.
CLIMATE CHANGE SCIENCE
Climate Change Science claims that any change in the climate is caused by human emissions of minor trace (“greenhouse”) gases in the atmosphere, notably carbon dioxide.
The theory is in complete contrast to the assumptions behind the climate models used by weather forecasters.
It assumes
· The climate is unchanged without the effects of greenhouse gases
· The earth is flat
· The Sun shines day and night with the same intensity
· Energy exchanges are almost all by radiation
· Energy exchanges are “balanced”
· Energy exchanges are instantaneous
· No work is done on the system.
· “Natural” climate properties are not only merely “variable” but are also negligible
There is no reason in principle why such an unlikely theory could not be correct. Planck’s Quantum theory was an example of a theory which was implausible and completely at odds with existing theories of energy transfer, which Planck himself could hardly believe. It has succeeded because it has been comprehensively validated.
The question then is, can the climate change theory be validated?
Climate Change models do not make forecasts but merely projections which depend on the plausibility of the model parameters and of the futures scenario details.
These projections have never been validated by comparison with a full range of future observations They are merely evaluated in levels of likelihood and probability by scientists with a conflict of interest, subject to the approval of the Government representatives who control the IPCC
At the beginning, most of the projections were so far into the future that confirmation was currently impossible
Over the years, however, some calculations of existing climate properties have been made and there have been limited future forecasts which can be used for limited testing
Claims of the IPCC are heavily dependent on their opinion that they can successfully show changes in mean global temperature.. Temperature is an intensive property, like mass or velocity. It can only exist where it is uniform throughout any material . The globe does not have a temperature. Also there is currently no method available to measure an average temperature of its surface. Hansen at .http://data.giss.nasa.gov/gistemp/abs_temp.html claims that even the measurement of a single value is “:elusive”
The IPCC does not even claim to measure mean global temperature. They claim to measure “”temperature anomaly”, a deviation from some average. Yet the averages which are derived from weather station or ocean records are not representative or uniform. They are subject to positive bias from urban and land use changes, quite apart fro the supposed effects of emissions of greenhouse gases. The trend of less than one degree Celsius over 100 years is lea than a degree Celsius, . . .
http://wattsupwiththat.com/2011/01/20/surface-temperature-uncertainty-quantified/ concluded that it is impossible to measure temperature with an ordinary thermometer to much better accuracy than 1.0ºC. Weather Forecasters never deal in decimals of a degree.
Pat Frank at
http://www.eike-klima-energie.eu/uploads/media/Frank_II_Uncertainties_fulltext.pdf
has made a thorough study based on the assumption of a genuine temperature record which supplies the following set of one standard deviation estimates.
This graph shows that the supposed “trend” is indistinguishable from zero,
Much more reliable temperature anomaly records have been made by weather balloons and satellites, using Microwave Sensng Units.
Model calculations do not agree with measured temperatures in the upper troposphere
CONCLUSION
The Climate Change Theory has been falsified and is therefore invalid.
Ursus Augustus – you mock scientific structure and rigour and predictably resort to name calling and labels. Indeed callow. BUT onto truly important things and getting this whole thing into perspective. The point in all this is to keep people alarmed and have them WILLING to pay taxes to be saved.
This is all about money, control and lifestyles.
The solution to the worlds energy situation (which is the baseline for this scare campaign) already exists.
The known and easily accessible reserves of Thorium are enough to safely power the entire world for 18,000 years.
The solution exists, and that alone should expose the entire Anthropogenic Global Warming issue for what it is – a deliberate distraction.
Being deliberate, then those who are orchestrating the campaign are either plain CDF ignorant, or their motives and intent are sinister.
And what is traditionally done to such people?
PC
bregmata says:
January 21, 2014 at 4:23 am
Climate science belongs to the realm of the “soft sciences” which can usually be characterized as using “post hoc” analysis.
================
post hoc analysis is a hidden form of cherry picking that delivers large numbers of false positives. Rather than cherry picking the data, you change your methods until you find one that gives a positive result.
However, this is a false positive, because it did not show up in any other of the tests. Climate science ignores this problem and publishes the false positive believing it to be a true positive.
Take any sample, repeatedly test it and on occasion you will by chance get a false positive at the 95% confidence level. Climate science then publishes the one positive as proof, while ignoring the very many tests that are screaming it is a false positive.
post hoc analysis is the basis for pseudo science. the method creates false positives, because it is an unrecognized form of cherry picking.
Of topic but wanted some to see this, they want to “redefine El Niño”
http://www.telegraph.co.uk/earth/environment/climatechange/10586686/Climate-change-will-double-El-Nino-events.html
Thanks Dr. Gray. This is a interesting article.
I agree that it was the failure of the climate models on short-range scenarios/predictions that brought the card castle down. CAGW proponents should never have gone short-range, it was bound to be dangerous. But it was the primary need to be politically effective that pushed them to the cliffs.
Climate science is adhockery (after Bruno de Finetti) formalized.
“post hoc analysis”
Comment about ‘scientific methods’ not necessarily ‘climate science’.
One method,IMHO, is where you, administrativly —-first observe, find the meme, then apply existing ‘effects’, submit to sample population ,report / don’t report about it , check averages, bend the trend, then run with it. Can’t be stopped once you control the variables.
How’s that for ‘pseudo science’?
Example of existing ‘effect’—-
http://en.wikipedia.org/wiki/Halo_effect
Thanks for the interesting articles and comments
TheLastDemocrat says:
January 21, 2014 at 6:11 am
Average temperature: my house had an average temp this morn. It was different from yesterday morn. I have no problem with the concept of an avg temp. I don’t see this issue as a reasonable line of rhetoric for arguing away the pursuit of global warming evidence.
I would agree if provided with the correct method you used to calculate those average house temperatures.
Without even a definition we cannot track correct global temperatures based on thermometers. Satellites have their definitions; we can track global temperatures based on satellites.
When I examine the monthly records from the Met Office’s Climatic Research Unit, every month I find the past has been made a little colder and the present keeps getting warmer. The same thing happens with the records from the National Climatic Data Center (NCDC).
This is easy to check by keeping the monthly graphs produced with WoodForTrees (www.woodfortrees.org).
Gkell1 says:
January 21, 2014 at 5:04 am
RockyRoad says:
January 21, 2014 at 6:13 am
richardscourtney says:
January 21, 2014 at 6:24 am
negrum says:
January 21, 2014 at 6:24 am
Gail Combs says:
January 21, 2014 at 6:29 am
I recommend reading Paul Feyerabend’s” Against Method” and, may be, it will clarify to you what actually Gkell1 says. Unfortunately, this book is not an overnight reading; however, the references that were included in his or her post from January 21, 2014 at 5:04 am show that he or she is against any method. Am I correct, Gekell1? As a scientist, I know for sure that there is no “method”, anything goes – pretty much in unison with the excellent essay by Dr. Vincent Gray
richardscourtney wrote
“Thank you for your reply to me at January 21, 2014 at 5:52 am which I understand to say that you have reflected on the worth of your ideas and you have reached the same conclusion as everybody else; i.e. you have come to understand that your ideas are worthless waste of space on WUWT threads.”
Suit yourselves, the so-called ‘hockeystick graph’ has certainly got plenty of mileage here however the most important one is the hour-by-hour temperature graph over a 7 day period where you can read the rotational signature of the Earth right out of the rising and falling of temperatures daily –
http://www.timeanddate.com/weather/usa/los-angeles/hourly
Then you have the ‘scientific method’ bunch who can’t handle a simple temperature graph and don’t believe that temperatures respond to rotation or that rotation is responsible for the temperature fluctuation within a 24 hour period –
“The Earth spins on its axis about 366 and 1/4 times each year, but there are only 365 and 1/4 days per year.” NASA
http://imagine.gsfc.nasa.gov/docs/ask_astro/answers/970714.html
You see,the ‘global warming’ agenda is a symptom of something much bigger and is all tied in with some of the greatest insights and the lowest intellectual points in human endeavor. I have found that most can’t discuss the historical or technical issues in general or in detail and that is a great shame however when you find yourself unable to read a simple temperature graph indicative of a turning Earth then everything else will be fluff and voodoo.
Excellent post, Dr. Gray. I particularly liked the section on “Climate Change Science.” The use of “climate change” to mean AGW has been one of my pet peeves, because it certainly muddies the discussion and presumes some static and controllable climate.
A model is “validated” or “falsified” by comparison of the predicted to the observed relative frequencies of the outcomes of observed events in the underlying statistical population. For the current crop of climate models, there is no such population, the outcomes are undefined and there are no relative frequencies. As Vincent Gray points out in “Spinning the Climate,” replacing validation for the IPCC is “evaluation,” a process that does not require susceptibility to falsification. In an evaluation, one or more projections to global temperatures are compared to a global temperature time series. The magnitudes of the errors in the projections are revealed but not the falsity, of the model. In effect, climatologists have done an end run around logic..
bregmata says:
January 21, 2014 at 4:23 am
“The scientific method and the process of methodological falsificationism discussed in this article accurately describe what is colloquially known as the “hard sciences.” Climate science belongs to the realm of the “soft sciences” which can usually be characterized as using “post hoc” analysis. Post hoc sciences include climate science, political science, economics, sociology, much of psychology, and until very recently medicine. The predictive value of post hoc sciences has always been poor (but traditionally very profitable). Famous proponents of the post-hoc methodology favoured by climate science include Sigmund Freud and Karl Marx.”
This is a very good point. The core of the issue in these sciences revolves around the following.
These were also described as “social sciences” and are all plagued by the same weaknesses: no controlled experimentation is possible/viable and a multitude of exogenous potential causal variables are involved.
Alec aka Daffy Duck says:
January 21, 2014 at 7:42 am
Of topic but wanted some to see this, they want to “redefine El Niño”
http://www.telegraph.co.uk/earth/environment/climatechange/10586686/Climate-change-will-double-El-Nino-events.html
>>>>>>>>>>>>>>>>>>>>>
Why is this not surprising?
I would think it is Ma Nature who actually defines El Niño and La Nina but that has never stopped the guys who like to redefine reality from their cushy chairs in Ivory Towers before.
Definition of Political Conman:
The guys who are always “Redefining’ the terms and language.
How do you know someone is a liar, cheat, thief or worse?
They keep changing the meaning of words.
How do you know you country is in a world of hurt.
The country’s leaders keep changing the meaning of words.
Orwell nailed it with his “Ministry of Truth”
ferdberple says:
January 21, 2014 at 7:27 am
post hoc analysis is a hidden form of cherry picking that delivers large numbers of false positives.
================
This concept is beautifully illustrated in this cartoon:
http://imgs.xkcd.com/comics/significant.png
There are statistical methods to deal with the familywise error rate due to data dredging … but where’s the fun or glamour in publishing a study where the false positives have been eliminated?
“A person who values their ability to deduce a conclusion”
Gkell,
This is some of the worst usage of the King’s English since Mrs. Malaprop, are you trying to make a fool of yourself? You certainly have, in so many ways. We all know about Leap Year, so what?
Gkell1 says: @ur momisugly January 21, 2014 at 8:30 am
… I have found that most can’t discuss the historical or technical issues in general or in detail and that is a great shame however when you find yourself unable to read a simple temperature graph indicative of a turning Earth then everything else will be fluff and voodoo.
>>>>>>>>>>>>>>>>
No every one is coming at this with the same knowledge base so you have to be very clear in what you are trying to say.
As far as “unable to read a simple temperature graph indicative of a turning Earth” Well you will find most here have nothing but contempt for Trenbreth’s Energy cartoon because of that reason. His cartoon represents a flat disk always facing the sun and not the earth.
Also a ” simple temperature graph” completely leaves out the effects of water vapor and wind though it may capture the variation in sunlight caused by rotation.
Gail Combs wrote –
“As far as “unable to read a simple temperature graph indicative of a turning Earth” Well you will find most here have nothing but contempt for Trenbreth’s Energy cartoon because of that reason. His cartoon represents a flat disk always facing the sun and not the earth.
Also a ” simple temperature graph” completely leaves out the effects of water vapor and wind though it may capture the variation in sunlight caused by rotation.”
You left out the crucial point that the mainstream view asserts one extra rotation than there are days in a year so you can’t read rotation out of the hour-by hour temperature graph over a 7 day period.
http://www.timeanddate.com/weather/usa/los-angeles
” It is a fact not generally known that,owing to the difference between solar and sidereal time,the Earth rotates upon its axis once more often than there are days in the year” NASA /Harvard
In effect the statement says that daily temperature fluctuations don’t mesh with the planet’s rotation once in a day so I suggest you go back and forward between the graph and the statement just long enough to feel a sense of horror that something has gone badly wrong for indeed it has.
You have to deal with your own cartoons before you hope to deal with your opposition however to explain why you ended up with an imbalance between days and rotations takes quite a lot of explaining and covers most of the historical and technical details of astronomy.
Walt The Physicist says:
January 21, 2014 at 8:24 am:
—-l
I differ strongly from the authority mentioned on the following statement:
” ..And it is of course not true that we have to follow the truth. Human life is guided by many ideas. Truth is one of them. Freedom and mental independence are others. If Truth, as conceived by some ideologists, conflicts with freedom, then we have a choice. We may abandon freedom. But we may also abandon Truth.”
It sounds to me remarkably like a justification for lying, either to yourself or to others.
I would prefer clarification by the person making the posts. Or yourself, if you feel that you can correctly analyze his posts and present a coherent summation. I am assuming of course, that you are not a sockpuppet.
Walt The Physicist wrote
“Unfortunately, this book is not an overnight reading; however, the references that were included in his or her post from January 21, 2014 at 5:04 am show that he or she is against any method. Am I correct, Gkell1?”
I am a Christian so I live off the saying about putting new wine into old wine skins, in this case, 21st century innovations in imaging,graphics allied with a curiosity for historical and technical perspectives create a freewheeling atmosphere for productive and creative work. I can survey history and take notice of the great insights and innovations and also the false turns,one of which happened to be a drastic attempt to scale up experimental sciences to an astronomical scale such as the behavior of an apple and the orbital behavior of the moon hence the reference to that 19th century article –
http://www.bodley.ox.ac.uk/cgi-bin/ilej/image1.pl?item=page&seq=3&size=1&id=bm.1861.11.x.90.553.x.593
It may be difficult for the contemporary reader to appreciate just how much of a bind those guys were in the 19th century as they were struggling against the dictate of Newton in considering a medium for solar radiation,after all,Sir Isaac was plain about what he thought about an ‘aether’.
“The fictitious matter which is imagined as filling the whole of space is of no use for explaining the phenomena of Nature, since the motions of the planets and comets are better explained without it, by means of gravity; and it has never yet been explained how this matter accounts for gravity. The only thing which matter of this sort could do, would be to interfere with and slow down the motions of those large celestial bodies, and weaken the order of Nature; and in the microscopic pores of bodies, it would put a stop to the vibrations of their parts which their heat and all their active force consists in. Further, since matter of this sort is not only completely useless, but would actually interfere with the operations of Nature, and weaken them, there is no solid reason why we should believe in any such matter at all. Consequently, it is to be utterly rejected.” Newton Optics 1704
In the early 20th century they dumped aether on Sir Isaac as ‘absolute space’ so lost the ability actually comprehend what Sir Isaac was doing with his modeling based on absolute/relative
time,space and motion.
When these recent guys found that ‘global warming’ wasn’t happening they altered the hypothesis to the intellectually suicidal ‘climate change’ just as those guys in the early 20th century exploited Newton’s voodoo instead of getting to the bottom of it. There is the ‘scientific method’ that I have come to unfortunately know so well.
DirkH says:
January 21, 2014 at 5:39 am
Now that was a zinger! Maxwell is most likely the most overlooked genius in science. That is probably because his work on field theory is not something whose substance can be easily presented to the non-specialist.
Michael Moon says:
January 21, 2014 at 9:05 am:
” … This is some of the worst usage of the King’s English….”
—-l
English might not be this poster’s first language.
http://wiki.answers.com/Q/What_is_the_difference_between_King's_English_and_Queen's_English?#slide=2
Anyway,apologizes for the poor proofreading and no excuses.
Thank you Dr Gray.
The method, what ever way you seek to label it, is a tool to counter our inherent tendencies to see a pattern and jump to conclusions.
More importantly it survives due to its utility.
Without a means of communication, ideas cannot be understood nor shared.
The scientific method requires definition of terms.
Replication of the work, without special sauce or incantation.
Hence Feynman. The wild guess, developed tested, discarded or points to further insights.
However The CAGW, UN IPCC has no interest in getting climate/weather science right.
The complexity of weather was beneficial to their usurpation of the persona of science, particularly the authority granted science by the taxpayers.
The shamen, priests and confidence men have seethed for years, a sceptical mindset limits their pickings.
The brilliance of this pseudoscience touchy feely save the planet meme, is it cloaks itself in science without using any.
This leaves true scientists and those of us who attempt to follow scientific advances, arguing with the fog.
We can be as correct as is possible with current knowledge and it means nothing to the scam.
Essentially science is important to those who come here(WUWT) but not to the cause nor the kleptocracy behind it.
Great article summarizing Popper’s critique of induction. A good example of why Popper felt induction had no validity is the following. For centuries Englishmen saw only white swans, so most of them thought “all swans are white”. “All swans are probably white” might seem to be a more careful conclusion, but Popper says no, no matter how many white swans you’ve seen, this is NO REASON AT ALL to conclude even that all swans are probably white. You only have to visit Australia and see one black swan to falsify “all swans are white”. Suppose you’d said “all swans are probably white”? One black swan falsifies that hypothesis just as well.
This just in from a PTB source…
“Seems you folks are missing the big picture. Your assessment of climate science is of no consequence. It is not complicated and it is not about science. We need a global threat posed by humanity that leaves no option but to organize and unify the entire world in order to save it. That threat is man-made CO2 from the burning of fossil fuels. We have K-12 education, the universities, the media, Hollywood, politicians and governments. People in their gut feel guilty for destroying Nature. What do you have? Logic and reason? You lose; we win.” Anon