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Showing posts with label climate science. Show all posts
Showing posts with label climate science. Show all posts

Wednesday, 7 November 2012

The Real Significance of the Obama Win

As the 2012 election fades into history, let's take stock.

The Obama campaign made two major mistakes: failing to tout the president's successes in the early stage of the campaign when Romney wasn't advertising, instead focusing on defining Romney negatively, and failing to prepare adequately for the first debate. The first failure meant the second failure left the president with a very weak message: Romney is a flake, but I'm not very convincing in making that case. It also allowed the Republicans to run riot with defining him negatively. According to some of the propaganda, he's a fundamentalist Islamist Europe-loving Marxist. If you can believe all of that simultaneously, you have a very weird head. Or you're a tea party Republican. (Did I say "or"?)

That takes me to the real significance of the campaign.

Obama won despite these very significant mistakes in a year when the economy has been doing poorly. Had he defined himself positively, taking credit for health insurance reform (emphasizing it's essentially the same model as Romney's in Massachusetts), stopping the Bush-era slide, saving Detroit and putting an end to expensive and damaging foreign wars, he should have won easily. So why did Romney still contrive to lose? Part of if was an astonishing succession of mistakes, including:
  • having aligned himself with the tea party in the primaries, he compounded the mistake by choosing a running mate notable only for being the poster child of that side of politics (without e.g. the sort of state-wide profile that could deliver his home state... did Romney really think he needed to pander so comprehensively to one niche of voters who would never vote Obama?)
  • letting Clint Eastwood do an unscripted monologue at his nominating Convention, shifting the news coverage from the candidates
  • being caught on camera dissing 47% of the electorate (incorrectly claiming that non-taxpayers are all Obama supporters: retirees for example disproportionately vote Republican)
  • taking positions to win over the tea party, then reversing himself when those turned out to be unpopular, yet failing to repudiate in no uncertain terms weird views of Republican senate candidates on rape and abortion
  • an advertising campaign in Ohio that earned the ire of auto executives for inaccurately claiming that Jeep production was to be moved to China
  • a failure to offer a clear economic alternative: I'm a businessman and I know best is not exactly compelling
  • tying himself in a knot in the foreign policy debate over what was or wasn't said about the death of the ambassador in Libya
  • a chaotic attempt at converting a rally to a hurricane relief event
  • a last-minute dash to win over Pennsylvania, when the vote in Ohio, Virginia and Florida was much closer (the only rational explanation I can think of for this was an attempt at diverting Obama resources from tighter races, but it didn't work)
But the real issue is demographics. The Reagan winning coalition changed the Republican Party. It used to perform poorly in the South, yet no Democrat has won Texas since Carter's 1976 victory. Hubert Humphrey won Texas in 1968, the year of Nixon's first win: a hardly imaginable outcome today (see map: contrast it with the 2012 map at the top of the page). Reagan's combination of fundamentalist Christian "values", low taxes on the rich, spending wildly on the military and simultaneously pandering to plutocrats and the racist white poor can't win any more because it appeals to a dwindling constituency of ageing white males. CNN's exit polls show the demographic that splits most sharply Republican (61%) is whites aged 45 and above. As age drops, the skew narrows with 18-25-year-old white voters voting Republican 51%. CNN doesn't break out white males by age as category, but white males as a whole vote Republican 62% vs. white women 56%. Contrast this with other demographics: 93% African-Americans voted Democratic, as did over 70% of Hispanics and Asians.

Aside from demographics, there are other interesting breakdowns. Let's look at one, ideology:
  • liberal (25% of voters) voted Democrat overwhelmingly (86%)
  • moderates (41% of voters) voted Democrat by a significant margin (56%)
  • only 35% of voters identify as "conservative" and the Republicans win 82% of those
The last set of figures illustrates the Republican's dilemma. Having embraced the tea party, they are setting themselves up to be unattractive to all but 35% of the electorate. Conservatives may outnumber liberals, but the tea party brand of conservative is unattractive to anyone who thinks of themselves as "moderate".

As long as tea party activists retain their enthusiasm for voting in primaries that gives them a disproportionate say in choice of candidates, the Republicans will battle to nominate electable candidates. About the best they can do is find one who is willing to say different things to different audiences. And that worked, didn't it?

What about finding another Reagan, someone who can seem friendly, fun and caring, while promoting these positions that, objectively, most voters see as completely wacko? There's little chance of that. They've been trying since and not found anyone. And anyway, it's a hard act to follow. If you've done it once, the other side sees through it and attacks you on substance.

Finally, a word on polls. Various right-wing pollsters claimed that the mainstream polls were all wrong, and created their own. The narrative was that the polls were "skewed" so they "unskewed" them. This is all very reminiscent of attacks on climate science. Real-world data is noisy, and any proper analysis of it should eliminate sources of bias, like artificial warming in urban areas, and artifacts like moving the location of a weather station. Properly done, these measures produce reliable data. The anti-science position is it's all just data massaging, and they can do it just as well to produce the result they want. With electoral polling, we've seen how well that works. Good scientific analysis requires honest unbiased processing of data. That applies as much to polling as it does to climate science.

BONUS: Here's another view of the demographic time bomb facing the Republicans.

Wednesday, 11 May 2011

Basics of Greenhouse Spectra

I am not an expert on climate science but every now and then I run into something that most people don’t understand and try to add to public understanding. A common question is the interaction between different greenhouse gases. Why does water (H2O) vapour, present in much higher concentrations, not dominate any changes in the greenhouse effect? Why is methane (CH4) said to be a much more effective greenhouse gas than carbon dioxide (CO2) molecule for molecule?

There are two major issues I address here: water vapour is not present in equal measure throughout the atmosphere, and greenhouse gases vary in the wavelengths of infrared they absorb preferentially, and hence complement each other to some extent, rather than competing for the same photons.

Water vapour is present in the atmosphere at highly variable concentrations, up to 4% at sea level (40,000 parts per million by volume, ppmv), compared with CH4, currently at about 1.8ppmv, as compared with CO2 at 387 ppmv (methane and CO2 numbers from NOAA Earth System Research Laboratory). Water vapour content of the atmosphere varies considerably because the capacity of the atmosphere for holding water vapour is temperature-limited. The average over the whole atmosphere is 0.4% (4,000 ppmv), but over 99% of this is in the lower atmosphere (troposphere).

Some of the answer to the CO2 vs. H2O issue is that CO2 is a well-mixed gas, meaning its concentration is not temperature-dependent and given time turbulence will mix any addition equally into the atmosphere, so CO2 additions contribute to the greenhouse effect throughout the atmosphere. H2O additions on the other hand are limited both by the fact that the addition can precipitate out rapidly and H2O is limited in the volume of atmosphere it can populate. But that is not the whole picture.

Look at these three pictures, lifted from Principles of Planetary Climate by Raymond T. Pierrehumbert, from which I also derive the following explanation:


The most important thing to observe in these pictures is that the peaks are in different places. This is important because the peaks represent parts of the spectrum in which each of the three greenhouse gases prefer to absorb. We cannot do an accurate calculation of the difference between each gas based on these pictures, because each data point is averaged over 50cm-1 and therefore represents a range (hence graphing five curves for each, representing the minimum, 25th percentile, median, 75th percentile and maximum absorption coefficients for the interval graphed at each point). Nonetheless, it’s clear that at the peak near 600cm-1, CO2 is a much stronger absorber than H2O. Wavenumbers in “cm-1” are common in spectroscopy, and are simply 1/wavelength in cm.

You may be wondering why methane has no peak significantly higher than the other gases if it’s so much stronger a greenhouse gas. The reason lies in the sharp drop in effectiveness of absorbing as all molecules capable of absorbing a photon near a peak in the graph have absorbed a photon, meaning any more such photons can pass straight through. Because of methane’s relatively low concentration, it is still absorbing near a peak. If all else were equal, methane would actually absorb less per increase in concentration than CO2 because its peak is not as close to the peak of outgoing infrared (which is close for a planet of the Earth’s average temperature to the 600cm-1 peak in the  CO2 curve). Notice how the scale on the vertical axis is logarithmic. The approximately straight edges of the decline from the peaks in all the graphs are the reason that increases in greenhouse gas concentrations have a logarithmic relationship to temperature increase.

There’s a lot more to it than that. The graphs I illustrate here are for 10% of the Earth’s atmospheric pressure, because they are the only ones I could find on comparable axes. However, full atmospheric pressure does not change the shape of the curves in a big way. Also, if you remember your high school physics, you may wonder why we have relatively continuous graphs, since quantum physics says a molecule can only occupy specific energy states, implying that the graph should be disjoint data points. When a photon encounters a molecule at the same time as that molecule exchanges potential energy with another molecule, the difference in energy between the photon and an allowed state of the molecule can be made up (or reduced) by an exchange of kinetic energy. This is called collision or pressure broadening.

The overall factors that go into determining the greenhouse effect and in general the overall climate of a planet are very complex; you really need to read a book like Principles of Planetary Climate. But be warned: it’s heavy going if you aren’t comfortable with calculus.

Further Reading

If a text book is too much for you, here are some lecture notes on The Climate System from Columbia University. The syllabus link provides pointers to content.

Tuesday, 11 January 2011

The Day it Rained Forever

I'm working on a new novel with the working title, The Day it Rained Forever. Here in Queensland, it is starting to feel a bit like that.

While the floods here are not causing the devastation the recent Pakistan floods caused, because the population is lower and we have good early warning systems, you nonetheless have to start wondering why one in hundred year events are happening so often.

While it’s wrong to label one event as evidence of climate change because climate is a long-term average of weather, one of the predictions of climate theory is that as the energy in the system increases (what is happening now), the hydrological cycle intensifies. That means bigger swings between drought and deluge, and more intense droughts and floods.

If you look at the history of flooding where I live in Brisbane, it looks as if things have actually improved since the big flood of 1893:
However, we need to take into account the completion of the Wivenhoe Dam in 1984, which has had a significant effect in mitigating flooding. We should have had a major flood in 1999, as you can see from the fact that Wivenhoe peaked at about 135%; the sudden drop-off arises from the excess being let out. The way a flood mitigation dam works is 100% is the normal water storage capacity and anything over 100% is the excess that would have gone into a flood. As soon as the possibility of flooding reduces, this excess has to be released. In a tidal river like the Brisbane, water can be released to coincide with low tide. Obviously there is a limit to this: if the dam approaches its true 100% (possibly 200%), there is no option but to release water even if the timing is not ideal.
Here is the overall history of the dam as far back as the official SEQ Water web site goes:
Note the peak in 1999, when the dam first performed its flood mitigation duties. The current peak doesn’t look too dramatic but let’s take a closer look:
Observe the spikes to the right of the curve, all over the 100% line. These are all occasions when the sluices were opened. Let’s see exactly how many spikes there have been to date:
Four so far, and no end to the rains in sight. Contrast that with only one occasion in the past when the dam sluices had to be opened since it was constructed. The latest peak is nearly 150%, much higher than the 1999 peak of 135%, illustrating that you need to look at the numbers rather than eyeball a graph.

Going back to 1893, the pattern then was a series of floods, with one big one that dominated the rest. We won’t see that pattern again in Brisbane because of the role of Wivenhoe, but without the dam, the current flood would be at least as bad as that of 1974, possibly at the 1893 level. Clearly, these “once in a century” events are happening more often than that.

None of this of course is evidence of climate change. It is however a warning. The level of climate change we have seen so far has added about 0.8°C to the pre-industrial global average. James Hansen, in Storms of My Grandchildren, predicts things become hairy with more than another 1°C of warming. He bases this number mainly on the threat of rapid disintegration of ice sheets. However, we should not expect that level of warming to occur without further intensification of the hydrological cycle. Flooding on this scale should happen more often. Exactly how much more often, and how much the variation between wet and dry will intensify, are open questions. Do we do the experiment? People with water above their roofs or even lapping at their floorboards may well say no. I certainly do.

Update: 10:30 am, 11 January 2011

I’ve just heard on ABC local radio, Wivenhoe is at 173% of capacity, despite all the major releases. Further releases that won’t cause flooding are no longer an option.

Update: 8:40 am, 16 January 2011

Since my last update, Wivenhoe was heading to 200%. The dam spills over the top of the wall at 225%, and is not designed to withstand that kind of spillage, so the gates had to be opened to the extent of flooding significant parts of the city. The peak level was 191% on the night of Tuesday 11 January 2011 (though this does not show up on the official dam web site because of the time of day at which the measurement is taken).

Now the flood waters have receded, the flood level was a bit below that of 1974, despite twice the rainfall in Wivenhoe’s catchment, so the dam has had some useful effect. I don’t know how the rainfall over the city itself differed, but that carried on for a long time if not very intensively. At very least that would have contributed to the flood by saturating the ground.

My own home was above the flood level, but homes only a few blocks away were inundated, despite being quite far from the river. Despite being several metres above flood level, the ground was so saturated that a little water seeped up through cracks in my garage floor (the garage is cut into the ground). This is a trivial problem compared with what others have endured, but illustrates how saturated the ground was when the Wivenhoe gates were opened fully.

To help

  • If you would like to contribute financially to helping out with flood victims, I recommend doing so via the state government web site.
  • If you are in Brisbane and want to help, the best thing to do is to walk to your nearest flood site (with waterproof boots, strong gloves and any equipment you can carry).
  • The city council is bussing volunteers around, but their strategy of mustering volunteers at sites far from the rail network means you may be stuck in traffic for a long time getting in, going to your work site, and getting home again. If you aren’t in a location where you can help, look into the council volunteer scheme.
  • Volunteering Qld is also helping out but are currently overwhelmed with offers, so feel free to register with them to help out in the longer term but don’t expect to be used immediately.

Wednesday, 28 July 2010

Big IPCC Error

Here’s an IPCC error we don’t hear reported too often. This picture from the 2009 Copenhagen Diagnosis illustrates how far out the IPCC’s 2007 Fourth Assessment Report was in predicting reduction in Arctic sea ice extent. The black line is a combined (ensemble) figure of a range of simulations, and the dashed lines represent the highest and lowest values of the simulations. The red line is the measured sea ice extent.

Since 2007, when sea ice extent reached an all-time minimum (in recorded history), many climate deniers have made a big thing of how sea ice extent has “recovered”. Since this graph was made, sea ice extent has fluctuated a bit, without hitting the 2007 low again, but still well below simulations reported by the IPCC.

The other thing climate deniers have done is attack the IPCC wildly whenever a trivial error has been spotted. Guys, this is a big one. I’m waiting for you all to get excited.

Monday, 21 June 2010

The clean energy imperative

I’m increasingly convinced that the reason for so much opposition to climate change science is not because of some flaw in the science but because there’s fear of the collapse of industrial society if we stop using fossil fuels. This is not an irrational fear but it leads to irrational behaviour like attacking scientists personally, and pay good money to attend vaudeville shows where deniers reassure audiences with rubbish.

The best response is to study clean energy alternatives.

I recently gave a talk at a Transition Towns meeting in Kenmore, Qld. I’ve published a PDF of the slides at scribd, and will add commentary here as time permits. Meanwhile the Kenmore TT people have posted a TED talk on how to roll out the electric car. Interesting.

Thursday, 18 February 2010

Replies to questions about climate science

One Terry today at The Australian asked some questions. Unfortunately the paper is a lousy forum to conduct a conversation because it updates slowly and is patchy in posting comments. Also, Terry, the answers to your questions are readily available. It’s not my fault if Australia’s only national daily doesn’t report science much above the level of superstition and rumour. I would offer my humblest grovelling apologies if it were my fault. For that, you must go to Mr Murdoch.

Tom Clark, Philip Machanick, Sancho, et al

Why not settle the discussion and show us sceptics the proof for the following:
1. That current anthropogenic CO2 emissions are the major cause of global warming. Bear in mind that the physics shows that the amount of warming from CO2 decreases as the concentration increases. Thus there has to be a huge forcing, what is it?
2. That the minimal warming from anthropogenic CO2 causes climate change. Please detail which elements of the climate (storms, drought, heat, floods, tornadoes, etc.) are changing, and the proof that the major cause is anthropogenic CO2.
3. The earth has been warmer in its recent past (Roman and Medieval periods), and these warm periods were very beneficial to mankind. Thus if (and it’s a big if) anthropogenic CO2 has any real influence on the global temperature, why should we be concerned about living in temperatures that existed, to the benefit of mankind, in the past 2000 years?

When you answer, bear in mind that computer predictions are not science.
Also the recent (30 years) global temperature readings are badly compromised, not least from the fact that the original 6000 measuring sites have been reduced to 1500, and it wasn’t the warmest locations that were removed.

Just this once, I’ll do your homework for you. But listen up: you can find all this stuff yourself. The trick is to use Google Scholar, rather than regular Google, which turns up masses of dross. Unfortunately a good fraction of the research literature is paywalled, but NASA makes all theirs public so I will use them disproportionately so you can check my sources. I include a few paywalled papers where the important detail is in the free to view abstract.

1. Scientists have known since the 19th century that the relationship between CO2 concentration and warming is logarithmic. Please don’t parade this fact as evidence of the ignorance of scientists, but rather as evidence of your ignorance of the mainstream. Forcing per doubling of CO2 is 4W/m2 [Hansen et al. 2005]. To put this into context, a 2% increase in solar irradiance adds about 4W/m2 [Hansen et al. 2008]. A 24 W/m2 increase in solar irradiance only over summer, accompanied by a 4-day increase in the duration of summer, caused by a change in axial tilt [Huybers 2006], is enough to tip the earth out of an ice age, so 4W/m2 is a big change – especially as it’s not limited to one season and a limited part of the planet. The maximum variance in solar irradiance since satellite records began is 0.36%, less if you smooth the data to take into account that the biggest variations are very short-term (graph below from TSI Composite Database plot of data 1978-1999). There is no known theory of climate that can use solar variability and other natural influences to reproduce temperature variation since the 1950s. We can only reproduce the trend by models that include natural influences and anthropogenic warming.


2. No serious climate scientist is claiming that the current level of warming is resulting in major increases in storms etc. Yet. There are however measurable effects like loss of Greenland and Antarctic ice mass [Velicogna 2009 – see figures from this paper below] – and many others like glacier retreat, change in species range, and accelerated rates of extinction. You can find plenty of evidence for these if you look. If you want catastrophic effects before you accept firm evidence of climate change, you’re crazy. Predictable effects such as shrinking glaciers are enough for me, especially as many of these metrics are happening faster than predicted.





Antarctic Ice Loss (blue data points: unfiltered)Greenland Ice Loss (blue data points: unfiltered)

3. The evidence of warming in the Medieval Warm Period is patchy and unreliable, and recent evidence suggests the warming was not as fast as that at present [Loso et al. 2007]. A conspiracy-theoretic site styling itself “CO2 science” has an extensive archive of papers purporting to support a globally warmer period in medieval times. I examined the papers they claimed had the highest-quality evidence, and found the temperature peaks varied by as much as 600 years in different locations around the world. That is not a globally warm period. I haven’t seen the evidence that Europe was warmer in Roman times than it is now; there certainly is unlikely to be solid evidence of warming on a worldwide scale for the simple reason that the resolution of our methods of measuring temperature is poor that far back in time. In any case, “warmer” is a relative term. Our current temperatures are on the back of greenhouse warming that hasn’t concluded. Even if we do not add more CO2 to the atmosphere, we have another 0.5°C of warming or so due from slower feedbacks. The Roman world and Medieval Europe may have benefited from local warming from a sub-optimal climate for agriculture to a better climate for agriculture. Warming today is unlikely to have that effect: much of the world’s rice crop for example is grown at close to its temperature limits for high yields, a concern for food production in China [Tao et al. 2006].

On your other comments, if computer predictions aren’t science, we are going to have to stop doing biology and most other branches of modern science. Computer models are no different than mathematical models, except they can process a lot of information fast. Like mathematical models, they can be wrong. This is why scientists check on each other, and build their own models from scratch, rather than rely on a popular model to be correct.

The claim that measurements are compromised by reduction in climate stations is rubbish, especially the claim that the removed sites were from cooler areas. Temperature measurements are not in absolute readings, but anomalies, deviations from a baseline. The baseline for each weather station is based on typical measurements for that type of station. The number used from each station in the overall temperature calculation is not its temperature but its difference from the baseline. This method was introduced for several reasons, one of which is to avoid exactly the sort of problem to which you allude. NASA documents their approach in detail and provides all the computer programs and data. Check it yourself.

 I have a question for you now:

If climate science really is junk, why is it necessary to oppose it with vaudeville acts, personal attacks, stealing email and clear and obvious lies?

And if you agree with me is that science is about supporting theories with evidence, not personal attack and harassing scientists with whom you disagree, sign my petition.

References

[Hansen et al. 2005] Hansen, J., Mki. Sato, R. Ruedy, L. Nazarenko, A. Lacis, G.A. Schmidt, G. Russell, I. Aleinov, M. Bauer, SS. Bauer, N. Bell, B. Cairns, V. Canuto, M. Chandler, Y. Cheng, A. Del Genio, G. Faluvegi, E. Fleming, A. Friend, T. Hall, C. Jackman, M. Kelley, N. Kiang, D. Koch, J. Lean, J. Lerner, K. Lo, S. Menon, R. Miller, P. Minnis, T. Novakov, V. Oinas, Ja. Perlwitz, Ju. Perlwitz, D. Rind, A. Romanou, D. Shindell, P. Stone, S. Sun, N. Tausnev, D. Thresher, B. Wielicki, T. Wong, M. Yao, and S. Zhang 2005. Efficacy of climate forcings. J. Geophys. Res. 110, D18104, doi:10.1029/2005JD005776
[Hansen et al. 2008] Hansen, J., Mki. Sato, P. Kharecha, D. Beerling, R. Berner, V. Masson-Delmotte, M. Pagani, M. Raymo, D.L. Royer, and J.C. Zachos, 2008: Target atmospheric CO2: Where should humanity aim? Open Atmos. Sci. J., 2, 217-231, doi:10.2174/1874282300802010217
[Huybers 2006] Peter Huybers. Early Pleistocene Glacial Cycles and the Integrated Summer Insolation Forcing, Science 313 (5786), 508, 28 July. [DOI: 10.1126/science.1125249]
 [Loso et al. 2007] MG Loso, RS Anderson, SP Anderson, PJ Reimer, P J. Sediments Exposed by Drainage of a Collapsing Glacier-Dammed Lake Show That Contemporary Summer Temperatures and Glacier Retreat Exceed the Medieval Warm Period in Southern Alaska, Eos Trans. AGU, 88(52), Fall Meet. Suppl., Abstract PP44A-01
[Tao et al. 2006] Fulu Tao, Masayuki Yokozawa, Yinlong Xu, Yousay Hayashi, Zhao Zhang, Climate changes and trends in phenology and yields of field crops in China, 1981-2000, Agricultural and Forest Meteorology, Volume 138, Issues 1-4, 29 August, Pages 82-92, ISSN 0168-1923, DOI: 10.1016/j.agrformet.2006.03.014
[Velicogna 2009] I Velicogna. Increasing rates of ice mass loss from the Greenland and Antarctic ice sheets revealed by GRACE, Geophys. Res. Lett., 36, L19503, doi:10.1029/2009GL040222