This fallacious argument is based on a confusion of weather and climate. Climate is a statistical concept based on the outcome of many computer runs with slightly different models, conditions, weather is a local (and real) phenomenon (I already pointed out these differences when discussing Bill Dembski's flawed understandings of these basic concepts.We all know that the weather is unpredictable beyond a certain time frame of 7-10 days so how can climate models be trusted?
Climate modelers use what is commonly known as General Circulation Models (GCM) which differ from weather prediction models in several important aspects. So how do climate modelers approach modeling and predicting the climate? First of all, it is important to realize that general circulation models are based on scientific principles of physics. [PvM: Updated for accuracy] In other words, models use first principles from physics to model the motion of water and air. For instance the equations for the velocity components (u,v,w) follow from the Navier Stokes equations which are themselves based on 1) the conservation of mass (leading to the continuity equation) 2) the conservation of momentum 3) conservation of energy. Finally, the equation of state relates the density to the temperature (and salinity). The Navier Stokes equations can often be further simplified based on scaling arguments and can supporting rotating bodies (such as the earth) which add the Coriolis force. Circulation models for oceans and circulation models for the atmosphere are coupled at their natural interface and boundary conditions model the exchange of heat (for instance solar), moisture (precipitation, evaporation) and momentum (wind stress) at this interface. Under certain circumstance the top of the ocean (boundary layer) can become well mixed and form what is called the 'mixed layer'. [update end] Of course, this does not mean that there are no problems with such models. For instance, since the grid size of these models can be quite large, processes of turbulence and other processes which happen at a smaller scale will need to be approximated. And then there are processes of cloud formation, precipitation, melting of sea or land ice which are non-trivial. So once a model has been built, do modelers just initialize it, and then predict the future? If it were only that simple. First of all, the models are run with historical data to determine how well these models can capture the physics involved. In other words, the models are validated against known data. In addition, these models are often validated against other models which have earned their stripes. So how is a climate 'predicted'? Climate modelers typically use a variety of models, a variety of initial conditions and a variety of scenarios to determine what the climate will look like in the near of far future. Since climate is a probabilistic concept, climate is predicted with likely ranges. While it is indeed possible to make a model which will do anything one wants, it is much harder to 1) make a model based on actual physical principles reach a particular conclusion 2) have other models replicate these findings. In other words, like any science modeling includes verification and thus rejection. This means that if global warming deniers are convinced that the models are somehow wrong, that all they need to do is present their own results. And here we find another similarity between global warming deniers and evolution deniers: they seldomly perform the hard work necessary to support their claims. Let's look at evolutionary models and ask the simple question: What do these models show? Remember that evolution deniers claim that evolution cannot in principle generate the complexity found in nature because processes of chance and regularity are unable to generate complex specified information. Such a claim can be simply shown erroneous by showing, as science has done, that simple processes of variation and selection, indeed can generate complex specified information. In other words, even if one were to accept the claim by evolution deniers such as GilDodgen that evolutionary models are without relevance because they can model almost anything (a fallacious assumption as I have shown), these models do show that one of the fundamental claims of ID is erroneous. References:Definition of climate (Edward Lorenz): "Climate is what you expect, weather is what you get." Updated for the 21st century (Myles Allen): "Climate is what you affect, weather is what gets you."
34 Comments
ceejayoz · 18 March 2007
I like to use a stock market analogy in these cases.
In most cases, we can't accurately predict what the market will do on a specific day.
On the other hand, we can predict what it will do on a long-term basis - according to historical record and economic theory, it'll most likely rise and fall in a cyclical cycle while trending upwards overall.
Chris Ho-Stuart · 18 March 2007
A useful addition to this post would be a description of some specific models with links for more detail. I could look some up, but I'm an amateur and thus not the best person to select the best examples.
The wikipedia article Climate model may be a good jumping off point to look for models. From there, the NASA educational global climate model looks interesting. You can apparently download it, try it out, and do the tutorials.
BC · 18 March 2007
"While it is indeed possible to make a model do anything one wants"
I think it's probably also important to add a few things: while it's true that in chaotic systems, altering some initial values can alter outcomes to a large extent, in many systems, you can't get out the results you want if you are using reasonable initial inputs. Often times (even with chaotic systems) the output is going to be in a limited range of outputs unless you're using clearly erroneous input values. For example, let's say you look at the amount of sand in the Mississippi delta, and create a model of the system. You decide that you want to show that all that sand can be deposited in a matter of days. The problem is that you really aren't going to explain the deposit of that amount of sand in days if you are using sand-deposition rates that are anything close to reasonable and your model is anything close to realistic. Those flaws should be apparent on examination. Blanket statements like "models can produce anything" is really a non-thinking rebuttal. If there's something truly wrong with the model, those flaws should be pointed out, not assumed to exist.
Second, there is a difference between a model producing a quantitative result (which may or may not be accurate within a certain error margin), and a result that says certain outputs are possible. The example of "complex specified information" is a good one. They say randomness + selection cannot produce information. It is clear that it can. The rest is them tapdancing about "models can produce anything you want", claims that the model was touched by a human being and therefore invalidated since humans are intelligent agents, or complaints about artificial selection (versus natural selection). None of those complaints have any value, though.
wicker · 19 March 2007
It is quite pathetic to see the IDist quietly shift to the climate debate.
it seems that they have pretty much given up on the ID thing and try to undermine scientific credibility now in a different field.
pretty telling, isn't it?
Vyoma · 19 March 2007
David B. · 19 March 2007
John A. Michon · 19 March 2007
Somehow I get the feeling that the comparison between global warming 'deniers' and ID evolution 'deniers' is a red herring There are at least the following perceptions that make me feel this way.
1. Whilst there may be warming-up 'deniers' who don't make their homework, there are plenty of them who do come up with solid, scientific (yes, methodologically naturalistic) alternatives that deserve a serious discussion. There is nothing supernatural involved if astrophysicists, and more specifically solar astronomers claim that the activity of the sun may have (and actually has had) more influence on the climate (not to speak of the weather!) than anything humans can ever do, unless they blow up the planet. There is nothing supernatural involved either, if geophysicists come up with data (and models) that seem to indicate that CO2 release follows global temperature trends with a delay of decades if not centuries, rather that the other way around.
I am not an expert and I do not wish to take a position either way, but I consider it a terribly misplaced point to suggest a connection with Dembski and his ilk. That won't help sorting out what is really going on.
2. The references to modeling and all the uncertainties and complexities points to a second weakness in PM's posting. The weakness of these models (both of the believers and the deniers) gives a lot of the discussion just the flavor that scientists should be careful to avoid. I am worried if the claim that climate change has become a political hype for the simple reason that this could mean that we will have to face yet another religion: apologetic arguments taking over the scientific discussion (as some IPCC watchers have pointed out recently. The most worrying point of this could be that the roles of believers and deniers would turn out to be just the opposite of what we think it is.
3. All this is somehow distracting from the simple fact that the real issue is that we should stop ruining the environment -- warm or cold -- and use the planet's resources in a much more prudent and careful way. There is nothing in the posting that reminds me of that. Are we, after all, waiting for that miracle to happen?
PvM · 19 March 2007
Tom G · 19 March 2007
"All this is somehow distracting from the simple fact that the real issue is that we should stop ruining the environment --- warm or cold --- and use the planet's resources in a much more prudent and careful way."
The real issue to me in both instances is that until scientists in ALL disciplines learn to communicate clearly and convincingly to middle-of-the-road lay persons, our adversaries will try to discredit any science in which they perceive there is in-house debate and contention amongst the practitioners. They have had to give up (mostly) on such discredited notions that the speed of light has changed over time because there is hard data to make them look foolish in the eyes of average Jane and Joe. But in arenas such as climate science, where there is substantial debate among scientists about mechanisms, magnitude of effect of various factors and a host of other uncertainties, and in which the scientists and modelers all couch there conclusions in terms of uncertainty, the deniers are tilling fertile ground where they can not be revealed to the average person as either outright liars or just plain idiots. And unless we can communicate the meaning of the results in the absence of alarmist type, ill-founded and meaningless predictions which the press love, the average person does not want to accept (believe) that their own actions have contributed to a lasting adverse impact. After all, they have lived good lives, and they don't notice a marked difference in their daily lives, so "those scientists are probably just over-reacting so they can get more research money."
Having said that, I agree that it IS time we stopped mucking about with the environment and tried very seriously to lessen our impact. After all, even if the atmospheric/climate scientists are 100% wrong, what harm would been done by developing cleaner ways to live? It would be money better spent than in attacking countries which don't pose any real threat to most of the rest of the world.
But the real issue for me is that, in the climate change arena, we are once again shoving conclusions at the public without empowering them to understand or to reach conclusions of their own. In that situation we are forcing them into an either-or ball park which we ourselve rail against the IDers about. We say this, they say that, we are right because... Where does that get us? The same place we are with evolution. People are still divided because they just don't understand it. People are going to remain divided on the climate issue as long as they don't have the first clue about the atmosphere.
I've started going to high schools to discuss the science of climate change using paleoclimatological data to look at climate over time. And the kids - our next generation of voters - are thrilled to be informed and to be given some perspective of what climate change means. My efforts are perhaps too little to make a large impact, but then again, perhaps those student will grow up to think about the issue rationally rather than reactionarily when it's decision time. Ditto evolutionary science. We are dealing with a group of adversaries who are like predators, running a herd of prey animals to reveal the weakest, and they converge on that one.
Tom
Glen Davidson · 19 March 2007
I've said it before but it's probably worth saying again, the IDists are demanding that we explain weather instead of climate in the past, and they're doing virtually the same thing with evolution.
They're supposedly willing to believe that evolution occurred by known processes if we explain the particulars of evolution (many of which have been lost to time), while they don't pay any attention to the fact that the "climate" of evolution follows predictions remarkably well. Plus, they have absolutely no explanation either for the "weather" in evolution, nor for the "climate" of evolution---"nested hierarchies", derivation (rather than de novo production) of parts, and of DNA "clocks" that indicate no breaks between macroevolution and microevolution nor between designed and undesigned portions of organisms.
They focus on what has not been explained, or even better, what in many cases cannot be explained. The fact that climate and evolution have been explained and evidenced in many of their aspects is of no interest to them, for they are nothing but deniers of science.
Glen D
http://tinyurl.com/35s39o
Henry J · 19 March 2007
Given the implications of global warming, I can see why people would want it to be wrong, even more so than evolution which as far as I can tell doesn't imply things going wrong a few decades from now the way global warming does. But of course, wants don't determine what is.
Henry
dhogaza · 19 March 2007
Torbjörn Larsson · 19 March 2007
Robin Luethe · 19 March 2007
I am in agreement, in so far as a non scientist is can be, with just about everything you say on this site. So one question about climate models perhaps you or someone else could offer an answer.
There is a famous scam in the stock market, urban legend for all I know. You sent 1024 various stock buy schemes out, half the stocks go up, half down, so you discard the addresses of all those stocks which went down, and send out a second batch of 512, and of course you finally in the last bit of scam sell the last few people you last bit of advice.
I think I am asking, how do you know that you have not, in a climate model, simply sorted out losing combinations, as opposed to really having an accurate model?
Richard Simons · 19 March 2007
dhogaza · 19 March 2007
Henry J · 19 March 2007
Re "otherwise earth would be as cold as the moon."
The half of the moon that's in sunlight is apt to be quite warm. ;)
Henry
David B. · 20 March 2007
Ginger Yellow · 20 March 2007
"We know CO2 and other greenhouse gases cause warming, otherwise earth would be as cold as the moon. "
Not the best example, as the poster above pointed out. A better one would be Venus, whose largely CO2 atmosphere causes surface temperatures to reach well over 400 degrees Celsius, hotter than daytime temperatures on Mercury.
Dizzy · 20 March 2007
steve s · 20 March 2007
GilDodgy is my favorite creationist at the moment. I'm still giggling at that thing he said a few weeks ago. Something like "I'm having some serious cognitive dissonance here...I just don't understand how thousands of scientists can fail to see that they're obviously wrong about evolution." Poor wittle Gil.
Pvm · 20 March 2007
cognitive dissonance as well as a poor understanding of science can be a lethal combination and yet it seems to be found at an unusual high frequency amongst evolution deniers.
Sir_Toejam · 20 March 2007
2oldstroke · 23 March 2007
OK please don't get excited but has anyone here seen the British film "The Great Global Warming Swindel"?
Please don't chastise me, but they do make some good points in the film and many of the climatologists in the film used to agree with the man-made global warming theory.
There's an interesting point that the CO increase follows the warming and not the other way around. Is this a lie or is this true.
PvM · 23 March 2007
Les Schulz · 25 March 2007
PvM,
Look I'm not trying to get in an argument. I'm not a climatologist I'm a civil/structural engineer so I have some background in the hard sciences and I can understand scientific theories. But I read and hear things that make me question today's theories and or so-called facts.
A couple of non related things I've read that makes me question the experts.........
One major volcanic eruption produces more CO gasses then all of mankind has since the industrial revolution.
In about 800 AD Vikings lived and farmed in Greenland because it was warm enough to raise sheep and grow crops. Two hundred years later they were gone. It became too cold and they couldn't adapt but the Inuits (native Indians) used animal skins and could survive. It's funny but I remember in high school that we were told that the Vikings gave Greenland it's name because they were doing a sales job and trying to get people to settle the area to produce wealth. Well it turns out that at one time Greenland was warmer than it is now and that's how it got it's name.
The ice caps on Mars are melting, which to me says that our weather is mostly regulated by the sun.
The ice caps on earth are getting thicker (at the north or south poles or both, can't remember which).
Nobody denies that there is global warming or that man adds to the CO gasses, but the question is does man really effect the weather to the degree that there is a problem or is the effect minimal? Is global warming just cyclical? Al Gore will not debate his views in public with anybody and all I ever hear him say as to the validity of his information is that it's the "consensus".
One last thing. I know it is probably impossible but it would be nice if the name calling and the political innuendos would cease and we could just agree to disagree and then try to back up our position with facts. You don't hear physicists calling each other names or threatening each other with death when it comes to discussing quantum physics-------which by the way is science.
PvM · 25 March 2007
MarkP · 25 March 2007
Arden Chatfield · 25 March 2007
David B. Benson · 25 March 2007
I remind everyone that RealClimate is easy to find, offers threads presented by practicing climatologists, with comments (and occasional replies by the thread originator(s)) by well-seasoned amateurs, novice amateurs (like me), and also the credulous...
There is a series of useful side-bar links such as the AIP series on the history of climatology.
Popper's Ghost · 25 March 2007
Popper's Ghost · 25 March 2007
trrll · 26 March 2007
trrll · 26 March 2007