Showing posts with label Judith Curry. Show all posts
Showing posts with label Judith Curry. Show all posts

Sunday, 8 March 2015

How can the pause be both ‘false’ and caused by something?

Judith Curry asked Michael Mann:
"How can the pause be both ‘false’ and caused by something?"
She really did, if you do not believe me, here is the link to her blog post.

I have trouble seeing a contradiction, but I have seen this meme more often among the mitigation sceptics. Questions like, how can you claim there is no hiatus when so many scientists are studying it?

Let's first formulate it abstractly, then give a neutral example, before we go to the climate change case where some people suddenly become too creative.

Abstract

"How can the pause be false" can be translated to: how can you claim A is still related to t?

While "caused by something" can be translated to: A is also related to X, Y, and Z.

I hope the abstract case makes clear that you can claim that A is related to X, Y and Z without claiming that A is not related to t.

Neutral

The neutral, I hope, analogues argumentation would be: How can the claim that economic growth needs free markets, property rights and rule of law be true, at a time that economists are studying the influence of the [[Lehman Brothers]] crash on economic growth?

I know, analogies do not work in the climate "debate". Someone will always claim that they do not fit. Which is always right. That is why they are called analogies.

Climate

There is no statistically significant change in the trend. People who think they see that in a the temperature signal are often just shown a small part of the data and they overestimate the significance of short-term trends. The uncertainty in a 10-year trend is not 10 times as large as the uncertainty of a 100-year trend. A 10-year trend is 100 times more uncertain.

That there is no change in the temperature trend is visually clearly seen by these two elegant graphs made by Tamino.




What causes these deviations from the trend line or the deviations from the average model projections is naturally an interesting question. Something that climatologists used to simply call: natural variability, small stuff, impossible to understand in detail.

It is a great feat that climatologists now dare to say something about these minor deviations. Remember that we had more than half a degree of warming over many decades before climatologists said with any kind of confidence that global warming is real.

Even if these dare devils turn out to be wrong, it tells a lot about the quality of our modern climate monitoring capabilities, climate models and analysis tools, that scientists are willing to stick their neck out and say: I think I know what might have caused these minimal deviations of a tenth, maybe two tenth of a degree Celsius. Pretty amazing.




Related articles

Niamh Cahill, Stefan Rahmstorf and Andrew C. Parnell, 2015: Change points of global temperature. Environ. Res. Lett., 10, art. no. 084002, doi. doi:10.1088/1748-9326/10/8/084002. (open access)

Grant Foster and John Abraham, 2015: Lack of evidence for a slowdown in global temperature. US CLIVAR Variations, Summer 2015, 13. (open access)

Tuesday, 6 May 2014

Climatology is a mature field

Manure pile
Apparently I wrote something controversial in a comment at Judith Curry's place (Climate Etc.).

Judith Curry wrote:
The point is that you can’t neutralize plausible alternative interpretations of the available evidence from diminishing the scientific ‘consensus.’ It only takes one such argument, and one person making it (but in fact there are numerous arguments and a substantial number of people making them).
To which I replied:
In practice it will likely take more than one Galileo or study. Also the refutation of classical mechanics by quantum mechanics and relativity did not change many things we already understood at the time. It allowed us to study new things and ask new questions. That was the revolution.

Climatology is a mature field and new findings will more likely change the complete picture only little. The largest uncertainties are in the impacts, improving our understanding there will have to be done one impact at a time. And more likely, one aspect of an impact at a time.
It is a pity that people did not respond to my claim that large scientific changes (paradigm changes) tend to enlarge the scope of science, rather than to invalidate more practical previous findings. The claim that climatology is mature, however, was too much for many.

Judith Curry returned:
1. Climate science is NOT a mature field. Stay tuned for more and more surprises . . .
Hard to answer such a argumentative heavy weight comment.

There are also some sensible people there, for example Michael answered Curry:
The second [surprises] is not in any way ruled out by the first [maturity].
There are plenty of new discoveries, even in mature fields.
It it interesting that Curry welcomes surprises and uncertainty so much. The surprises are what worry me the most. I guess that is my conservative side. People have worried about climate change through the ages because the climate is so important to us. Now we are messing with the climate as if we know exactly what we are doing and it's gonna be great.

Fitting to the level of the "debate" in the comments at Climate Etc., dlb wrote:
Perhaps he meant a manure field?
Glad to know I wasn’t the only one whose jaw dropped after reading that.
Most others also just expressed their disbelieve. What comes closest to an argument is: scientists (economists, politicians) have been wrong before, thus climate science is not mature. Okay, maybe I am too generous calling that almost an argument. I hope I did not miss any arguments, the "discussion" was somewhat derailed by people arguing against the greenhouse effect. Also fitting to the level of the comments at Climate Etc. I have no idea how an improvement in scientific understanding should result from that blog.

What makes a scientific field mature?

So what is a "manure" scientific field? Three important aspects are probably: mass, time and networking.

But let me first explain what maturity is not. Calling a field mature does not mean that no discoveries will be made any more, it also does not mean that predictions are perfect and confidence levels are zero. Science is not religion, if you cannot handle uncertainty, you should not be debating science.

Let's contrast a mature with a young science. For example the beginning of discovery of the greenhouse effect. From Wikipedia: "The existence of the greenhouse effect was argued for by Joseph Fourier in 1824. The argument and the evidence was further strengthened by Claude Pouillet in 1827 and 1838, and reasoned from experimental observations by John Tyndall in 1859, and more fully quantified by Svante Arrhenius in 1896." These single scientists could easily have been completely wrong. The years indicate that they did not communicate with each other about the topic. There was thus no competition for who was smarter. At that time it could have happened that someone found that the arguments of Fourier were nice, but the observation do not show the effect. That the measurements of Tyndall were carefully performed, but his instrument does not measure what he thought it did. That there is a greenhouse effect, but contrary to the findings of Arrhenius CO2 is completely irrelevant. And at the time, it would have been possible that negative feedbacks are so strong, that any additional radiative forcing by CO2 does not influence the surface temperature. And a Galileo might have found a stupid calculation error in the works of any of these scientists.

Mass. There are thousands of climate researchers and in I just found 112,598 articles on the Web of Science about "global warming" or "climate change". These article will not all be studying climate change, but a large part will. That alone makes a stupid calculation errors nearly impossible. Having multiple people working on the same topic also provides a sparring partner to discuss and compete with. The weight of the evidence is huge, not comparable to previous times the media or scientists called alarm or called for more research.

Networking.
Mass allows some scientists to specialize. For example, some people work on radiative transfer for most of their career. They study the importance of various assumptions, try out various methods of solving a problem, solve various problems with radiative transfer (greenhouse effect, passive and active remote sensing) write textbooks, collaborate with scientists working on radiative transfer in other fields, build joint validation programs for radiative transfer codes, and so on. A specialist is less likely to make mistakes as a newby, the networking weaves a scientific field into the the complete network of scientific theories, methods and tools. (Nothing against newbies, a growing science will have lots of them and they can help with fresh ideas.)

If the physical basis of climate change were found to be wrong, this would likely affect many other sciences via this network. Anything is theoretically possible, but this sure makes it much less likely. The first thing many climate change dissenters learn about is the greenhouse effect itself. Unfortunately many get stuck with this very well connected theory. It is much more likely to find problems with aspects that are specific to climatology, the climatological response of the oceans, vegetation and clouds, for example. What will happen with extreme weather, and all the various impacts? These are difficult questions, but they are not questions that are solved by one Galileo paper. If you want to be that guy, please have a look at such topics, not the greenhouse effect and make the "debate" at least a little more intelligent. Even better, take an objective look at these topics, that increases the chance you will contribute to our understanding of climate change.

Time. Time is important first of all as the amount of time a specialist spends on a topic. Secondly, science takes place in the scientific literature. Performing a study, writing it up and getting it published can easily take a year or longer. While the main ideas might be known from conferences, an idea can only be fully tested after publication. And the response again easily needs a year. Thus science takes time. Also creativity takes time. The longer no new idea turns out to change the main picture much, the less likely it becomes that that happens. And also for creativity mass is important, more people have more funky ideas.

How does a mature scientific field work?

Discoveries. That does not mean that no new discoveries are made. In my own field homogenization we have made spectacular progress the last decade. Modern homogenization methods are now twice as good as traditional ones. Better methods have increased scientific confidence that the temperature trend is robust, but did not change the trend much. (This may be different for daily data, used to study changes in extreme weather, where non-climatic changes are expected to be more important.)

While the homogenization of the annual means is a "manure" science, the homogenization of daily data is in its infancy. Some of my colleagues object to me calling annual homogenization mature, because they still have many ideas to improve it. I hope that after this post, people will understand that I do not see that as a contradiction. Science is never finished, but that does not mean that we know nothing.

Bias. In the beginning, when there is just one person or a few groups working on a problem, they may be tempted to exaggerate the importance of their problem. Most scientists are rather conservative when it comes to making strong claims, but scientists are also humans and some may be tempted by external incentives, although disingenuous pseudo-skeptics like to exaggerate this problem. Calling something a problem helps attracting more people and funding. Exaggeration is relatively easy in this stage as the uncertainties are high and are high due to ignorance.

When a field gets larger, every speciality has an incentive to exaggerate the importance of their speciality. A solar physicist is tempted to claim it is the sun, but hindered by the evidence. I went into science to understand the world a little better and maybe to show off my skills. Were I driven by monetary incentives, as a naive economist might expect, I would be tempted to claim large uncertainties due to non-climatic changes, that would make my field more important. Even if Anthony Watts thinks otherwise, it would be bad for my career to claim that climate data is fine. Making unscientific claims WUWT-style would hurt my career even more and take the fun out of being a scientist.

Because of the incentives of the solar physicist to claim that global warming is due to the sun and my incentive to claim it is non-climatic, the chance of a bias in the big picture is much reduced for a "manure" science. Our understanding will keep on improving and estimates will change, but at this stage I would no longer expect any biases in the basic science: the changes will go in any direction.

Judith Curry likes the word uncertainty. Towards other scientists she can claim that she intended it the way science uses the word: we do not know the exact value, it lies in a confidence range. It could be higher, it could be lower. To her audience that sounds like: they know nothing, they are not sure about climate change, maybe there is no problem after all. Curry's audience hears bias! And is shocked that someone dares to call climatology a mature science.

Let me close with an interesting tweet on the topic of terms used differently inside and outside the scientific world. (The figure comes from Communicating the science of climate change by Richard Somerville and Joy Hassol. h/t Lars Karlsson)



* Some of the comments have been edited for readability.
** Tip: do not search for "mature" Flickr images.

Wednesday, 29 January 2014

Testimony Judith Curry on Arctic temperature seems to be a misquotation

Looks like the IPCC is not even wrong.

There has been a heated debate between Judith Curry (Climate Etc.) and Tamino (Open Mind) about the temperature in the Arctic. This debate was initiated by Curry's testimony before congress two weeks ago.

In her testimony Judith Curry quotes:
“Arctic temperature anomalies in the 1930s were apparently as large as those in the 1990s and 2000s. There is still considerable discussion of the ultimate causes of the warm temperature anomalies that occurred in the Arctic in the 1920s and 1930s.” (AR5 Chapter 10)
Tamino at Open Mind investigated this claim and found that recent temperatures were clearly higher as in the beginning of the 20th century. In his post (One of) the Problem(s) with Judith Curry Tamino concludes that the last IPCC report and Curry's testimony are wrong about the Arctic temperature increase:
"I think the IPCC goofed on this one — big-time — and if so, then Curry’s essential argument about Arctic sea ice is out the window. I’ve studied the data. Not only does it fail to support the claim about 1930s Arctic temperatures, it actually contradicts that claim. By a wide margin. It ain’t even close."

That sounded convincing, but I am not so sure about the IPCC any more.

Tamino furthermore wonders where Curry got her information from. I guess he found it funny that Judith Curry would quote the IPCC as a reliable source without checking the information. Replying to another question of mine, Judith Curry replied on twitter that she indeed got her information from the last (draft) IPCC report:


Later she also wrote a reply on her blog, Climate Ect., starting with the above quote from the IPCC report.

Then the story takes a surprising turn, when Steve Bloom hidden in a large number of comments at AndThenTheresPhysics notes that the quote is missing important context. The full paragraph in the IPCC namely reads (my emphasis and the quote in Curry's testimony in red):
A question as recently as six years ago was whether the recent Arctic warming and sea ice loss was unique in the instrumental record and whether the observed trend would continue (Serreze et al., 2007). Arctic temperature anomalies in the 1930s were apparently as large as those in the 1990s and 2000s. There is still considerable discussion of the ultimate causes of the warm temperature anomalies that occurred in the Arctic in the 1920s and 1930s (Ahlmann, 1948; Veryard, 1963; Hegerl et al., 2007a; Hegerl et al., 2007b). The early 20th century warm period, while reflected in the hemispheric average air temperature record (Brohan et al., 2006), did not appear consistently in the mid-latitudes nor on the Pacific side of the Arctic (Johannessen et al., 2004; Wood and Overland, 2010). Polyakov et al. (2003) argued that the Arctic air temperature records reflected a natural cycle of about 50–80 years. However, many authors (Bengtsson et al., 2004; Grant et al., 2009; Wood and Overland, 2010; Brönnimann et al., 2012) instead link the 1930s temperatures to internal variability in the North Atlantic atmospheric and ocean circulation as a single episode that was sustained by ocean and sea ice processes in the Arctic and north Atlantic. The Arctic wide temperature increases in the last decade contrast with the episodic regional increases in the early 20th century, suggesting that it is unlikely that recent increases are due to the same primary climate process as the early 20th century. IPCC(2014, draft, page 10-43 to 10-44).

Steve Bloom dryly comments: "So it was a question in 2007." In other words, the IPCC was right, but Judith Curry selectively quoted from the report. That first sentence is very important, also the age of the references could have revealed that this paragraph was not discussing the current state-of-the-art. The data of the last six years makes a large difference between "with some goodwill in the same range of temperatures" to "clearly higher Arctic temperatures".

This is illustrated by one of the figures from Tamino's post, presenting the data:


This is the annual average temperature in the Arctic from 60 to 90 degrees North as computed by the Berkeley Earth Surface Temperature group. The smooth red line is computed using LOESS smoothing.

And the misquotation is not for lack of space in the testimony. In her blog post, Curry quotes many sections of the IPCC report at length and also the entire paragraph like it is displayed here, just somehow without the first sentence printed here in bold, the one that provides the important context.


Related reading


The congressional Testimony by Curry: STATEMENT TO THE COMMITTEE ON ENVIRONMENT AND PUBLIC WORKS OF THE UNITED STATES SENATE Hearing on “Review of the President’s Climate Action Plan" 16 January 2014, Judith A. Curry.

(One of) the Problem(s) with Judith Curry by Tamino at Open Mind.

The reply by Curry about Tamino's post on her blog, Climate ect.

The answer to that by Tamino suggests that Curry's reply is not that convincing.

Also Robert Way contributed to the discussion at Skeptical Science: "A Historical Perspective on Arctic Warming: Part One". Robert Way made the round in the blog-o-sphere with the paper Cowtan and Way (2013), where they studied the recent strong warming in the Arctic and suggested that that may explain a part of the recent slowdown in the warming of surface temperature.

A previous post of mine of Curry's testimony, focussing on her suggestive, but non-committal language: "Interesting what the interesting Judith Curry finds interesting".