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The 'assumptions' of climate science (Read 5183 times)
JC Denton
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The 'assumptions' of climate science
Nov 11th, 2010 at 12:10pm
 
Whenever I hear those that deny anthropogenic global warming, they often talk about how climate science is predicated upon a bunch of 'assumptions' that are untenable. What are these assumptions and what do they actually mean, and why do they invalidate scientifically climate science?
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Soren
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Re: The 'assumptions' of climate science
Reply #1 - Nov 11th, 2010 at 1:18pm
 
Interesting questions.
I also wonder about what proponents of AGW think that sceptics are sceptical about.



I am sceptical about:

- Al Gore
- Tim Flannery
- The Indian IPPP head/soft porn writer
- The shrillness and stupidity of journalists who are agitating for AGW. They are a bunch of Media Studies graduates - who isn't sceptical about those?

- science's ability to correctly encompass all that is relevant to climate: all that influences climate AND all the various ways that these elements interact, balance and counter-balance each other.

- the above inability leads a lot of people to concentrate on the known known of Co2 -it is probably the most accurately measured of the various elements that play a part in climate, therefore it does lend itself to quantitative research more than all the other, more amorphous or less understood/measured components and interactions. This does not mean, of course, that Co2 is the cause of climate change.

- very sceptical about the unseemly haste with which the feral/red allinace, brimming with glee-for-doom, has jumped on the political bandwagon. A very telling sign of AGW being wrong. WIth friends like these who are so eager to be the new religious guardians of us all, AGW has no friend in me .




 

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« Last Edit: Nov 11th, 2010 at 8:58pm by Soren »  
 
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JC Denton
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Re: The 'assumptions' of climate science
Reply #2 - Nov 11th, 2010 at 1:25pm
 
Thanks Soren, I am actually directing this at the skeptics on this board, but it would be good to see some input from non-skeptics too.
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gizmo_2655
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Re: The 'assumptions' of climate science
Reply #3 - Nov 11th, 2010 at 1:40pm
 
JC Denton wrote on Nov 11th, 2010 at 1:25pm:
Thanks Soren, I am actually directing this at the skeptics on this board, but it would be good to see some input from non-skeptics too.



Well Imp, Soren pretty much summed it up..

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"I just get sick of people who place a label on someone else with their own definition.

It's similar to a strawman fallacy"
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muso
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Re: The 'assumptions' of climate science
Reply #4 - Nov 12th, 2010 at 9:05am
 
Soren wrote on Nov 11th, 2010 at 1:18pm:
I am sceptical about:

- Al Gore



Come on Soren, you'll have to do better than that. What are you sceptical about with respect to Al Gore?

- his existence?
- his credentials as a communicator?
- the colour of his tie?
- his taste in food?
- the fact that his eyes are too close together?

Quote:
- science's ability to correctly encompass all that is relevant to climate: all that influences climate AND all the various ways that these elements interact, balance and counter-balance each other.


Every time I try to explain this, you either go silent or say something like (paraphrased) "Sorry, I'm not convinced" without explaining exactly which part you had issues with.  - or was it more a case of

- "Oh it's all too complicated for me to understand therefore nobody could possibly understand this because I'm smarter than everybody else" ?

Maybe it's your philosophical background talking when you said once  (paraphrased) "There are no answers - only questions"

Well that's it then, we might as well all give up. Technology is a figment of our imaginations because Soren says it's too hard, and no questions can be answered.

The point is that you haven't attempted to understand the explanations and evidence that has already been profferred.

If all scientists suddenly became philosophers, the world would be like Monty Python's soccer match, with everybody agonising about the first move.



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« Last Edit: Nov 12th, 2010 at 9:17am by muso »  

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Soren
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Re: The 'assumptions' of climate science
Reply #5 - Nov 12th, 2010 at 12:37pm
 
Muso, you are just assembling, half-heartedly, a random collection of half-forgotten impressions and misunderstandings about what I may or may not have posted in various related and unrelated contexts months or years ago.

Gore - I am sceptical about whatever the man says he stands for.


Quote:
Every time I try to explain this, you either go silent or say something like (paraphrased) "Sorry, I'm not convinced" without explaining exactly which part you had issues with


1. Climate is singular. It isn't like rats of which you can have lots and which you can experiment on.
2. Therefore a model is necessary.
3. But a model requires that it be an artificial reproduction of a) all the relevant components of the original and that b) the interaction of these components mimic the intercation in the original c) under all the conditions that the original is able to function.

Science is not able to accurately meet the requirements of 3. It doesn't know all of a), doesn't fully understand all of b) even for the components it is aware of and because of its incomplete model of a) and b), it cannot reproduce all of c) and whatever it does reproduce is only partial.

Science cannot test whether it's model is accurate or not because of 1. Climate science relies on statistics rather than empirical tests for this reason.

We know empirically that science cannot do 3 because it cannot make accurate predictions about well-defined and isolated elements of the climate, colloqually referred to as the weather. If it cannot make accurate predictions about those, it cannot be assumned that its predictions about the whole are any more accurate than about the elements.

If weather predictions must take into account a range of uncontrolled/unknown elemenst, climate predictions should also allow for at least as much uncertainty. But climate predictions are made more stridently than weather predictions because these are not empirical but statistical predictions. They do not include what I listed under 3, only a statistical representation of past measures of what was measurable. This is why I say that climate science is statistics.

Climate science does what Hume identified as the frequent weakness in moral reasoning - jumping from 'is' to 'ought'.





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muso
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Re: The 'assumptions' of climate science
Reply #6 - Nov 12th, 2010 at 2:35pm
 
Weather forecasting is a great deal more complex than forecasting the temperatures and average rainfalls 50 years from now.

Regardless of that, I've been using a publically available weather forecasting model for the last 3 years that has been very accurate for rainfall prediction up to a week in advance.

Certain aspects of climate are much easier to get right than that, and relatively primitive models developed in the 1980's have largely predicted the last 25 years with remarkable accuracy. Currently we are into 4th generation climate models which now include ENSO and Solar cycle data.

We can use past recurring patterns and superimpose the effects of an average increase in Global temperatures.

If you put it very simply, increasing greenhouse gases decreases the Long Wave Infrared radiation to space, and increases the net energy of the lower atmosphere.

If you have a stepwise increase in the amount of energy going into a system (any system) you will see some kind of change.

That change can manifest itself in terms of increased temperature or the energy can be expended elsewhere (eg wind). Either way, we'll see a change.

We know how much greenhouse gases we are emitting (accountants make sure this information is accurate because of the $$$ that change hands).

We can see the effects of increasing CO2 on ocean pH and the effects this will have on a great many economically important species.

Regardless of whether it will happen in 2035 or 2060, the glaciers of this world are decreasing in size and will continue to do so, barring a super volcano erupting or something else that has not happened in the past 70,000 years or so.

The implication of the reducing size of glaciers, such as the himalayans are changes in regional climate (eg monsoons) and reduction in floodwaters.

For weather, this is an excellent precipitation model:

http://www.bom.gov.au/australia/charts/viewer/index.shtml

The financial pressures associated with business are even more complex than global climatic data, yet even there, we don't throw our arms up in the air and say "It's all too difficult"

We work on the best data we can get, and in the case of climatology that data is making some predictions which have not substatially changed (except in terms of increasing magnitude) since the mid 20th century.  

It comes down to the fact that for these high risk consequences, only a fool, or Christopher Monckton (on second thoughts,  'only a fool' says it all) would subscribe to the do-nothing option.
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« Last Edit: Nov 12th, 2010 at 2:43pm by muso »  

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gizmo_2655
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Re: The 'assumptions' of climate science
Reply #7 - Nov 12th, 2010 at 3:12pm
 
muso wrote on Nov 12th, 2010 at 2:35pm:
Weather forecasting is a great deal more complex than forecasting the temperatures and average rainfalls 50 years from now.

Regardless of that, I've been using a publically available weather forecasting model for the last 3 years that has been very accurate for rainfall prediction up to a week in advance.

Certain aspects of climate are much easier to get right than that, and relatively primitive models developed in the 1980's have largely predicted the last 25 years with remarkable accuracy. Currently we are into 4th generation climate models which now include ENSO and Solar cycle data.

We can use past recurring patterns and superimpose the effects of an average increase in Global temperatures.

If you put it very simply, increasing greenhouse gases decreases the Long Wave Infrared radiation to space, and increases the net energy of the lower atmosphere.

If you have a stepwise increase in the amount of energy going into a system (any system) you will see some kind of change.

That change can manifest itself in terms of increased temperature or the energy can be expended elsewhere (eg wind). Either way, we'll see a change.

We know how much greenhouse gases we are emitting (accountants make sure this information is accurate because of the $$$ that change hands).

We can see the effects of increasing CO2 on ocean pH and the effects this will have on a great many economically important species.

Regardless of whether it will happen in 2035 or 2060, the glaciers of this world are decreasing in size and will continue to do so, barring a super volcano erupting or something else that has not happened in the past 70,000 years or so.

The implication of the reducing size of glaciers, such as the himalayans are changes in regional climate (eg monsoons) and reduction in floodwaters.

For weather, this is an excellent precipitation model:

http://www.bom.gov.au/australia/charts/viewer/index.shtml

The financial pressures associated with business are even more complex than global climatic data, yet even there, we don't throw our arms up in the air and say "It's all too difficult"

We work on the best data we can get, and in the case of climatology that data is making some predictions which have not substatially changed (except in terms of increasing magnitude) since the mid 20th century.  

It comes down to the fact that for these high risk consequences, only a fool, or Christopher Monckton (on second thoughts,  'only a fool' says it all) would subscribe to the do-nothing option.


WHY is short term weather prediction 'more' complex than long term (50 year+) predictions of climate cycles and temperatures???
Surely if a 5 day weather prediction has too many variables to ensure accuraccy , then a 50 year prediction should have thousands of times more variables involved??
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"I just get sick of people who place a label on someone else with their own definition.

It's similar to a strawman fallacy"
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JC Denton
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Re: The 'assumptions' of climate science
Reply #8 - Nov 12th, 2010 at 3:15pm
 
Quote:
But a model requires that it be an artificial reproduction of a) all the relevant components of the original and that b) the interaction of these components mimic the intercation in the original c) under all the conditions that the original is able to function.


I have heard similiar arguments employed against the usage of heritability analysis as well. You are demanding predictions made with near absolute certainty, and this requires a model that is a totally immaculate replication of actual climate as it exists in the real world. I thought that science was supposed to be probabilistic, and where absolute certainty cannot be established (if it can truly ever be established) we have to reply on reductionist approaches where the available models which are the most predictive of actual phenomeona with the highest probability are selected as the most favoured models. Am I off or is this supposed to be the argument Muso has always tried to make?
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gizmo_2655
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Re: The 'assumptions' of climate science
Reply #9 - Nov 12th, 2010 at 3:21pm
 
JC Denton wrote on Nov 12th, 2010 at 3:15pm:
Quote:
But a model requires that it be an artificial reproduction of a) all the relevant components of the original and that b) the interaction of these components mimic the intercation in the original c) under all the conditions that the original is able to function.


I have heard similiar arguments employed against the usage of heritability analysis as well. You are demanding predictions made with near absolute certainty, and this requires a model that is a totally immaculate replication of actual climate as it exists in the real world. I thought that science was supposed to be probabilistic, and where absolute certainty cannot be established (if it can truly ever be established) we have to reply on reductionist approaches where the available models which are the most predictive of actual phenomeona with the highest probability are selected as the most favoured models. Am I off or is this supposed to be the argument Muso has always tried to make?


But isn't that the point imperium??
How can you base a whole system of 'scientific' knowledge on a  model that only has a 15 or 20% accuracy rating???

No one is 'demanding' massive changes to our lifestyle and technology system, based on the heritability analysis are they??
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"I just get sick of people who place a label on someone else with their own definition.

It's similar to a strawman fallacy"
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JC Denton
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Re: The 'assumptions' of climate science
Reply #10 - Nov 12th, 2010 at 3:24pm
 
gizmo_2655 wrote on Nov 12th, 2010 at 3:21pm:
JC Denton wrote on Nov 12th, 2010 at 3:15pm:
Quote:
But a model requires that it be an artificial reproduction of a) all the relevant components of the original and that b) the interaction of these components mimic the intercation in the original c) under all the conditions that the original is able to function.


I have heard similiar arguments employed against the usage of heritability analysis as well. You are demanding predictions made with near absolute certainty, and this requires a model that is a totally immaculate replication of actual climate as it exists in the real world. I thought that science was supposed to be probabilistic, and where absolute certainty cannot be established (if it can truly ever be established) we have to reply on reductionist approaches where the available models which are the most predictive of actual phenomeona with the highest probability are selected as the most favoured models. Am I off or is this supposed to be the argument Muso has always tried to make?


But isn't that the point imperium??
How can you base a whole system of 'scientific' knowledge on a  model that only has a 15 or 20% accuracy rating???

No one is 'demanding' massive changes to our lifestyle and technology system, based on the heritability analysis are they??


Did you pull those figures regarding the inaccuracy of future climate prediction (long term climate) based on current climate models and trend projections out of your arse or do you have anything to back that up?
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muso
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Re: The 'assumptions' of climate science
Reply #11 - Nov 12th, 2010 at 6:46pm
 
gizmo_2655 wrote on Nov 12th, 2010 at 3:12pm:
WHY is short term weather prediction 'more' complex than long term (50 year+) predictions of climate cycles and temperatures???
Surely if a 5 day weather prediction has too many variables to ensure accuraccy , then a 50 year prediction should have thousands of times more variables involved??


Good question.  In a word, it's all a question of resolution.

In concept, weather and climate models are very similar, but in practice they are used very differently. Weather models use the  current conditions as a starting point and then use atmospheric  physics to step forward in time. Now because they are run for short periods of time only, they tend to have much higher resolution, much more data and more detailed physics than climate models.  Weather models develop in ways that improve the short term predictions - but aren't necessarily optimal for long term results. Some weather models were stochastic, but most modern models are physics-based.

As with weather models, climate models start to fall down as you increase the resolution. To take an example, you can tell roughly how much rain there will be in Queensland on Monday, but it's more difficult to predict the rainfall in any particular town.

In the same way, if all you want is the mean global temperature in 2050, that's going to be much more accurate than say the mean temperature in January for 2050 or the mean temperature in Australia, although regional climate predictions are getting better.

So I hope that's explained things a bit better.

Having said that, there are models around that do both weather and climate.

Gizmo: Do you agree with the argument that the extra energy going into the atmosphere must be doing something rather than nothing?
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Soren
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Re: The 'assumptions' of climate science
Reply #12 - Nov 12th, 2010 at 7:25pm
 
In other words, weather is what is actually happening while climate is statistics of what has happened.

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muso
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Re: The 'assumptions' of climate science
Reply #13 - Nov 12th, 2010 at 9:02pm
 
Soren wrote on Nov 12th, 2010 at 7:25pm:
In other words, weather is what is actually happening while climate is statistics of what has happened.



Define what you mean by statistics. We use statistics for both weather and climate. For example , we could say that there is a 90% probability of rainfall in a certain place on a certain day - or we can say that the average temperature in October was say 19.5 degrees C - that's still weather.

Ok

Let's try another analogy. Weather is short term, climate is long term.

Let's say you make a paper (ok make it waxed paper) boat and drop it in the midstream of a large  flowing river on a calm day.

We can predict where the paper boat will be on the river  on a large scale resolution. It's a relatively simple calculation depending on the average flow rate of the river.

We can say that the boat will reach a certain point on the river within certain time limits. That's like climate modelling. (Low resolution, long term = climate)

OK, now for weather: There are lots of swirls in the river, so the exact position of the boat on the river will be somewhat difficult to predict at any given time. (High resolution, short term = weather)  
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Soren
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Re: The 'assumptions' of climate science
Reply #14 - Nov 12th, 2010 at 10:27pm
 
Weather is what we actually experince. We do not experience climate.


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