Attributing single events to background conditions

by Chris Bertram on May 25, 2011

There’s “a nice piece”:http://www.washingtonpost.com/opinions/a-link-between-climate-change-and-joplin-tornadoes-never/2011/05/23/AFrVC49G_story.html by Bill McKibben in the Washington Post about the rationality of people who repeat the mantra that single extreme weather events can’t be tied to climate change:

bq. When you see pictures of rubble like this week’s shots from Joplin, Mo., you should not wonder: Is this somehow related to the tornado outbreak three weeks ago in Tuscaloosa, Ala., or the enormous outbreak a couple of weeks before that (which, together, comprised the most active April for tornadoes in U.S. history). No, that doesn’t mean a thing. It is far better to think of these as isolated, unpredictable, discrete events. It is not advisable to try to connect them in your mind with, say, the fires burning across Texas — fires that have burned more of America at this point this year than any wildfires have in previous years. Texas, and adjoining parts of Oklahoma and New Mexico, are drier than they’ve ever been — the drought is worse than that of the Dust Bowl. But do not wonder if they’re somehow connected.

Well read the whole thing, as they say. (See also “the stunning pictures from Joplin at The Big Picture”:http://www.boston.com/bigpicture/2011/05/deadly_tornados_strike_again.html . )

{ 70 comments }

1

Holden Pattern 05.25.11 at 2:50 pm

These are clearly lone wolf climate events, not influenced or supported in any way by the climate in which they appear. Can’t plan for them and, no blame can be accrued to the larger climate whatsoever, no matter how it looks.

2

Ed 05.25.11 at 3:56 pm

The problem with this is that if you read accounts of life in the Midwest and South in the 19th century, severe floods and tornados seem to occur all the time. It looks more like we are coming out of a period with an unusual lack of severe weather events, instead of entering a period with unusually severe weather events.

Big river valley systems in the middle of continents are vulnerable to floods and tornados. Again, some Americans are pretending that the unusual (and unusually lucky) decades after World War II was the normal condition.

3

Shelley 05.25.11 at 3:59 pm

My writing is set in the era of the Dust Bowl, and the main lesson learned (or not learned) from that time is:

Don’t Wait Till It’s Too Late.

4

Sebastian 05.25.11 at 4:04 pm

And if tornadoes haven’t particularly increased in the last 30 years? See here for example.

The short version is that tornado *warnings* are up due to a combination of the rise of tornado spotters, WSR-88D, and other weather watching improvements. Tornado frequency and intensity appears to be pretty much level.

Much of news reporting of course is about when tornadoes interact with towns as opposed to when they interact with open land. Which is why 1974 is called the year of the “Super Tornado Outbreak” (with the most deaths), even though 1973 had by far a larger number of tornadoes reported. Whether or not they interact with towns or open land, thus far, seems to be global warming independent.

Which is not to say that global warming couldn’t increase tornado frequency. Of course it could, or might not (as it might decrease the number of times that intense cold fronts interact with warm fronts by causing a general increase in temperature).

But the state of the science at the moment appears to be something like “global warming doesn’t appear to have increased tornado frequency because tornado frequency doesn’t appear to actually have increased”.

5

Trevor 05.25.11 at 4:52 pm

Unless I’m missing something, McKibben is saying that, since climate change is disregarded in ways that are anti-scientific and likely extremely harmful, any phenomenon that could plausibly be attributed to climate change should be, in the strongest terms and without reference to any statistical inference. That seems dumb.

6

chris 05.25.11 at 5:18 pm

Whether or not they interact with towns or open land, thus far, seems to be global warming independent.

Until people start moving off the coasts and into Kansas…

Anyway, while it does seem to be global warming independent, it’s *not* independent of everything — in particular, the number and size of towns, i.e. population density. More towns -> more tornadoes in towns. (This is also the source of the trailer park tornado-magnet effect; tornadoes get more human attention when they do more damage to humans and human possessions, and they do more damage to trailer parks.)

Two secular trends going on at the same time in the same direction are correlated, but not causally related.

P.S. Why would global warming lead to drier air? Warmer air holds more moisture, and a warmer ocean evaporates more water vapor per square mile per day, doesn’t it? (Lakes and rivers too, but their surface area is much less than the ocean’s.) I’m curious about what kind of mechanism could not just offset that, but completely reverse it. Less movement of airmasses from ocean to continent and vice versa?

7

Western Dave 05.25.11 at 5:50 pm

And um, no. I’m not sure what wildfires have to do with Global Warming. I am very sure the have to do with a century of fire suppression policies. Super-destructive tornadoes? The gutting of safety legislation in the mobile home industry and building trades provides a better explanation. Flooding on the Mississippi? There are a whole bunch of historians of the Army Corps of Engineers who can explain this one. Ted Steinberg’s book Acts of God is a nice starting place if you want to read about these types of things. Which isn’t to say that global warming isn’t happening, just to say that putting in a carbon tax isn’t going to change the way the US tends to create perverse incentives to put the poor and vulnerable in harm’s way while subsidizing the rich who choose to live in harm’s way but are rarely there when it hits. (See also Mike Davis chapter on fire in City of Quartz).

8

Sebastian 05.25.11 at 6:01 pm

This seems like a good time to link John McPhee’s The Control of Nature: ATCHAFALAYA about the incredible hubris of the US regarding the Mississippi river. Short version, when the Mississippi river finally breaks out and floods Louisiana, killing thousands or more, it won’t be global warming. It will be because the US has sought to control one of the largest rivers in the world in increasingly dangerous ways.

9

Matt McIrvin 05.25.11 at 6:38 pm

There was a good RealClimate article a while back (I don’t have the link now) explaining the mathematics of how record temperatures correlate with trends. Take the simple case of record high temperatures. One record high temperature isn’t going to tell you anything. But if you have record high temperatures occurring at a roughly constant frequency, then you definitely do have a trend, either of an increasing average or an increasing variability or some combination.

The consequences of the null hypothesis are very simple. If there’s no trend, then the probability that the lastest recorded temperature will be a record high would simply be 1/N, where N is the total number of measurements you have (since one of them has to be the highest and it could be any one). So if the frequency of record highs since you started taking records isn’t decreasing in that way, then something else is going on.

10

David 05.26.11 at 12:21 am

Scientists, social and otherwise, being a naturally diffident group, are loath to claim that we are now seeing a trend. However, since it is now generally established and accepted (at least amongst the reality based) that Anthropogenic Global Climate Change is a fact and probably not A Good Thing, some of the less cautious are beginning to suggest that we will see more frequent (adjusting for reporting, which has been a given for at least 20 years or longer, unlike cutting edge medical diagnostic tools, say) and extreme climate events. And, indeed, that we might be seeing the beginning of such a trend. All this of course is exacerbated by very real social and cultural factors such as population movements and locations, poverty and Republicans.

Bill McKibben is an alarmist seems to be the new Michael Moore is fat and therefore we (left and right) can ignore him.

11

Andrew 05.26.11 at 2:53 am

Articles like this hurt the effort to produce better climate change policies.

It is alarmist to the point of caricature. “Has any severe weather event impacted you or appeared on your television screen? Climate change is the cause. Write your Congressperson!”

This type of article reinforces a view of the climate change debate as one between two extreme positions: (1) climate change isn’t happening and is a liberal conspiracy, and (2) climate change is happening, with catastrophic consequences, and every major negative weather event can be attributed to it.

Great for controversy and the media. But bad for public awareness and a coalescence of a reasonable view of climate change.

We don’t need any additional heat in the discussion.

12

Matt McIrvin 05.26.11 at 2:56 am

The usual formula I’ve heard is: we can’t say this particular extreme event is the result of global warming, but we can say we’re likely to get more extreme events like it as a consequence of warming.

13

Western Dave 05.26.11 at 3:25 am

Isn’t this just the flip side of “where’s all this global warming you’re talking about when there is a record (cold, snowfall, whatever) in my front yard.” Blech.

14

sg 05.26.11 at 3:45 am

I was under the impression that the science was not yet in on tornados and global warming. But I think a science of extreme events – especially the probability of observing many across multiple domains that may be related to a single cause or trend – would be a challenging and interesting field. Is it being done?

Saying “these events may not be unconnected and it’s okay to think about that” is not the same as saying “every extreme event can be concluded to be due to AGW.”

sheesh.

15

Martin Bento 05.26.11 at 4:18 am

Weather is just fluctuations in climate, no? One of the predicted constituents of global warming is more and more extreme fluctuations. So more extreme weather events are not “caused by” climate change; they are climate change, just as much as rising average temperatures. The exception would be if there is an exogenous cause of some particular fluctuation. Such causes exist: volcanoes, sunspots, asteroids. These are pretty obvious things, however, so if they are associated with a particular fluctuation, someone should be able to point that out. If one can credibly link the tornadoes to the volcano in Iceland, fine. But the default assumption should be that it is climate change. This is a prediction being fulfilled; that is the epistemic standard of the hardest science and the best one we have for dealing with the ambiguous nature of the world.

One possible counterpoint made above is that we are not actually seeing more frequent or extreme destructive weather. Rather, the death toll is increasing because of greater detection and/or more development in vulnerable areas (Sebastian) or because the last several decades have featured unaccountably good luck (Ed). This could be a valid point. But Ed’s support seems purely anecdotal. And Sebastian is referencing a report that seems to have no data or references more recent than 2002, almost a decade ago. How old is this paper, and what does that mean for its relevance to a recent possible increase in tornadoes?

As for fires, warmer weather, or simply warm weather sustained over a longer time, will tend to dry out vegetation and make it more vulnerable to fire. Is this mysterious somehow?

16

Martin Bento 05.26.11 at 4:29 am

As for heat and light, our culture’s intellectual understanding of the threat posed by global warming seems to greatly exceed our willingness to take the steps necessary to combat it. Since it is emotions that motivate people, this suggests that it is heat, not light, that is in short supply, though more light is always welcome too.

17

reason 05.26.11 at 7:17 am

Regarding fires, perhaps there is a bit of US Centrism being displayed here. If you look towards Europe the case is much clearer. (European forests are mostly carefully managed and fires are not a normal and regular part of the natural environment.)

18

Zamfir 05.26.11 at 7:36 am

@Martin, things are really more complicated than that. A major effect of higher global temperatures (as opposed to a temporary local heat wave) is that more water gets absorbed into the atmosphere. So more preciptation and more cloud cover are as likely (and really more likely) outcomes as more drought. Of course, for some parts of the globe the outcome will be more drought, but that is definitely not the outcome people should most expect.

The effect on small-scale phenomena like tornados is even harder. It’s like asking whether an increase in income will make you forget you keys more or less often. Some potential mechanisms will increase the conditions needed for tornados, others will decrease them. The tornado zone of the US is a very particular combination of geography and climate that leads to regular strong tornados, so the question is not even whether global warming in general makes tornado condition more likely, but whether it will in zones that are prone to have sizable ones at all.

As yet, observation does not show an increase in tornados at all. It might be politically tempting to boldly say that there is an increase, and that it is linked to global warming.

But it’s probably best that such claims are made by people without a link to science, so that their reputation won’t do too much damage to that of people who are trying to make reliable prediction of the effects of climate change. Really the last thing we want is a mud-fest of unreliable claims on both sides.

19

Torquil Macneil 05.26.11 at 8:30 am

Yes, as someone mentioned above, this is a bit ‘cake and eat it’. When we have a snowy winter there is a rush to denounce as morons all those who want to claim it is evidence contra AGW (it’s weather not climate, stupid!) but when the event supports the AGW hypothesis there is a sudden rush in the opposite direction.

For what it’s worth, I believe May has been an exceptionally mild season for tornadoes in the US.

20

Martin Bento 05.26.11 at 9:28 am

No, it’s not have your cake and eat it. The question is whether there is a statistical increase in severe weather events, including but hardly limited to tornadoes. On the other side is whether isolated incidents of cold disprove global warming. These are not symmetrical propositions. Some are disputing the fact of the first, but if the fact is granted, it does constitute valid evidence. The second does not constitute evidence regardless of the facts.

Zamfir, no, it is not like asking whether a change in income will make you lose your keys more or less often. There are definite causal mechanisms that are reasonably well understood. Making an analogy like that is like saying the workings of a car are unknowable because you don’t happen to understand them. That’s why NASA simulations of the effects of global warming 4 years ago specifically predicted increased tornado and heavy storm activity in the central and eastern United States

“The central and eastern areas of the United States are especially prone to severe storms and thunderstorms that arise when strong updrafts combine with horizontal winds that become stronger at higher altitudes. This combination produces damaging horizontal and vertical winds and is a major source of weather-related casualties. In the warmer climate simulation there is a small class of the most extreme storms with both strong updrafts and strong horizontal winds at higher levels that occur more often, and thus the model suggests that the most violent severe storms and tornadoes may become more common with warming.”

Zamfir, global warming produces greater humidity is some areas and less in others, true. But no one is claiming that all areas are seeing increased wildfires. Just the drier ones, which is precisely what you would expect.

“Researchers have predicted that some regions would have less humid air in a warmer climate and be more prone to wildfires as a result. However, drier conditions produce fewer storms. “These findings may seem to imply that fewer storms in the future will be good news for disastrous western U.S. wildfires,” said Tony Del Genio, lead author of the study and a scientist at NASA’s Goddard Institute for Space Studies, New York. “But drier conditions near the ground combined with higher lightning flash rates per storm may end up intensifying wildfire damage instead.”

And Torquil, you believe this month has been exceptionally mild for tornadoes? Well, this year has had almost double the usual number of tornadoes. This month certainly does not seem like a spectacular improvement. Got cite?

21

Torquil Macneil 05.26.11 at 9:37 am

http://www.spc.noaa.gov/climo/online/monthly/newm.html

It’s looking like April was an outlier. But half a year to go yet!

22

daelm 05.26.11 at 11:53 am

holden:

“These are clearly lone wolf climate events, not influenced or supported in any way by the climate in which they appear. Can’t plan for them and, no blame can be accrued to the larger climate whatsoever, no matter how it looks.”

surely you mean a few bad apples, right?

d

23

roac 05.26.11 at 3:08 pm

@8: As I read McPhee, the catastrophe that will happen when* (not if) the Old River Control Structure fails, and the Mississippi heads down the Atchafalaya as it has been trying to do for a century, will be measured in dollars and not in loss of life. The economic value of Baton Rouge, New Orleans, and all the industry in between will be written down from billions to something approaching zero. (The people will have enough warning to get out; we learned something in 1927. Unless John Boehner decides monitoring river flow is a good thing to cut.)

* Not this time, apparently. Though they’re probably not out of the woods yet.

24

Martin Bento 05.26.11 at 7:24 pm

Torquil, indeed, May is not yet over, and the official death toll from recent tornadoes is likely to rise further. But look at the statistics you cited: YTD killer tornadoes: 54, over twice the three year average of 22. Tornado deaths: 504, more than 8 times the 3 year average of 64. The only statistic that might seem to support your sanguine attitude is the total number of tornadoes, but, as it says right below the table, other than the first two months, these are just preliminary reports based on newspaper accounts. The actual figures could well be higher: for January, they are 60% higher, for February unchanged. So far, then, we have an average of 30% higher, though the sample set is too small to make reliable inferences. And it says right there that you shouldn’t compare the preliminary to the actual figures for other years.

25

Martin Bento 05.26.11 at 7:28 pm

Correction, 504 is less than 512, so the total deaths is slightly less than 8 times the 3 yr average. The point stands.

26

Western Dave 05.26.11 at 8:16 pm

Martin,
The key determining factor on how big a wildfire is after it starts is the fuel load available. 100 + years of fire supression policy guarantees that once a fire starts these days, it’s going to be massive. Remember the Yellowstone fire? Since then, US has tried to reverse policy and do off season controlled burns and, in areas that have burned recently, the Forest Service is far more likely to let a fire burn so that fuel does not accumulate leading to a major conflagration. However, there’s a whole lot of fuel out there. And then when people start living near that fuel, they don’t want to have controlled burns because it messes up their swimming pools (See Mike Davis City of Quartz Chapter 1) or they fear that the controlled burn will get out of control if the weather does something funky (see the Los Alamos Forest Fire in 1999 (?) which started with a controlled burn gone awry. The forest fires you see on the news have nothing to do with global warming. In fact, globabl warming will probably lead to smaller less-newsworthy fires (although they may be more frequent) because fuel will not have time to accumulate.

As for “killer tornadoes,” the killers here aren’t the tornadoes. They are the lawmakers and rules-writers who caved into the housing lobbies and allowed standards for manufactured housing that they know will result in deaths and when tougher standards are imposed, they don’t grandfather those rules in. Similarly, the hurricanes in Florida (ie:Andrew) in the 80s revealed the inadequacy of Florida’s building codes and code enforcement because people could build houses that would not resist a big hurricane and then they could sell them as “hurricane safe.” By the mid-2000s, developers in Florida were busy trying to get the post Andrew codes repealed, cutting inspectors etc.

Even if you stopped climate change tomorrow and reversed it to 1950s or 1970s levels, the death and property destruction tolls from “Natural Disasters” would continue to rise because we continue to make policy that puts (poor) people and (rich people’s property) in harm’s way. These events are failures of policy that a carbon tax (or whatever your preferred remedy for climate change is) won’t solve.

Again, the literature on this is huge and the best starting place is Ted Steinberg’s Acts of God, updated since Katrina btw.

27

Martin Bento 05.26.11 at 9:42 pm

The upsurge in killer tornadoes I identified was relative to a baseline of 2008-2010. To attribute this to building codes and the like, you have to demonstrate that these codes have changed sufficiently in the last year, and resulted in enough new bad construction or placement in the last year to account for the effect. Good luck with that. And talking about studies from the 1980’s moves you not one inch relative to that goal. Now, it is true, that a single bad year does not constitute a trend. I was just refuting Torquil’s assertions. What McKibbon is pointing out, though, is that we are seeing myriad record-breakers in very close proximity. Two “hundred-year floods” in five years. Simultaneous record drought in multiple parts of the world, etc.

At a certain point, it is like talking to a roulette addict.

“The more I play, the more I seem to lose money”
“Well, yes, those are the odds. That’s just what I told you would happen.”
“But this round I just lost. Did the odds cause me to lose that one? It’s just random right”
“Well, the odds did not strictly determine that particular loss, no”.
“And every roll is a particular gain or loss, just like that one. You can definitely say the odds costs me any one specific loss, and all the losses are, in fact, specific. So why are you speaking to me of odds?”

The roulette player is an idiot, no?

“In fact, globabl warming will probably lead to smaller less-newsworthy fires (although they may be more frequent) because fuel will not have time to accumulate.”

Funny, NASA suggests the opposite: fewer fires, but bigger. I wonder who I should believe, NASA or Western Dave?

28

Western Dave 05.26.11 at 10:17 pm

Martin, I’m not asking you to believe me. I’m asking you to believe Stephen Pyne, the guy who wrote the book Fire aka world’s leading authority on the history of forest fires. I’m asking you to believe all the historians who have studied flood control that the increase in 100 year floods has been caused by a) development in flood plains and wetlands and b) development upstream that increases run-off and c) the continued violation of the first rule of flood: control keep the bed deep and the banks low.

None of this denies that global warming is happening, just that the methods McKibben uses to measure it aren’t the right ones.

And the NASA site said fewer storms but more lightning strikes. Since lightning is what causes forest fires, more strikes = more fires. Since current policy is to let fires burn and to try to do controlled burns to eliminate fuel, the result (if current policy continues) is more but smaller fires. The NASA case made no mention of fuel levels and probably assumes current fuel levels (although it’s hard to know if they even accounted for fuel since they hedged their bet with “may”). If you’re not willing to read the books at least look at the page.

29

Western Dave 05.26.11 at 10:20 pm

30

David 05.26.11 at 10:54 pm

A fascinating thread. One would conclude that Crooked Timber is read by people who would mostly agree that Anthropogenic Global Climate Change is a fact and would (and apparently do with a few exceptions) deny that we are seeing any effects from said change. Most curious. McKibben is derided for saying the sky is falling. The sky fell in Joplin.

31

Western Dave 05.26.11 at 11:20 pm

@David. Nobody is denying that there are effects from climate change, I am denying that it is nearly impossible to attribute any individual event to climate change. If McKibben’s argument persuades people that climate change is real and we need to do something about it, great. But those of us that study the history of natural disasters know that the increase in tornado damage and loss of life, the increase in incidence of 100 year floods, the increase in damage from wildfires, the increase in deaths and damage from hurricanes would be going on anyway with or without climate change because in the US (and other parts of the world) human modifications of the environment and settlement patterns have put more people in harms way than ever before and often with less tools to protect themselves than 100 years ago (at least Dorothy had a storm cellar to run to, even if she didn’t make it. How many folks in Joplin have basements? How many of those building were built to withstand a major tornado? Look at the picture link and look at the Minneapolis pictures, and ask yourself, is it a coincidence that the tornado damaged the hell out of a neighborhood that’s African American and poor or is that the damaged neighborhood was poor and therefore way more likely to experience more damage than a wealthy (and whiter) neighborhood? Now what’s that got to do with global warming?

32

Gene O'Grady 05.26.11 at 11:29 pm

Big fires in Oregon or Wyoming are related to fire suppression in forests. Fires across grasslands in Texas probably aren’t.

33

sg 05.26.11 at 11:36 pm

Western Dave, Australia’s recent floods were larger than 100 years ago even though major flood control measures (such as new dams) had been built since the 1970s. Flood control measures had improved but the flood was still huge. Australia also has a very good fire control policy, but every year our fires are getting worse and arising in more locations. The fires around Melbourne that killed 120 (?) people occurred against a backdrop of 20 or 30 years of good quality fire management, development rules aimed to protect people from fires, and evacuation policies built on 30 years’ experience of living close to bushland – evacuation policies that failed because the fires were so much worse than anyone expected.

America may have crappy building codes and disaster mitigation policies, but other places don’t and they’re experiencing an increase in disasters in multiple domains. Look at the UK’s water situation – it’s not as if they’ve learnt nothing from the 70s, but they’re still worried that this summer will be as bad as then. China is going to have to release a lot of water from the three gorges dam, Russia had huge fires against the backdrop of a killer heat wave, Japan’s summer was the longest and hottest on record, etc. At some point these “isolated” events have to be tied together – especially since they all seem to relate to changes in temperature and rainfall patterns, which are at the heart of global warming predictions.

34

Western Dave 05.26.11 at 11:55 pm

RE: Australian flood control. Funny, the experts at this site say the rainfall that caused the record flooding was less than historic highs. Rather, the flooding was caused by 1) over-reliance on dams 2)increased non-permeable surfaces leading to more run-off and 3) more building in the flood plain. http://www.aussmc.org/2011/01/rapid-roundup-queensland-flood-crisis-%E2%80%93-experts-respond/

I especially liked this quote:
Likewise throughout Queensland we know the flood levels, some flood records were exceeded, most were not, so we can expect more floods and we can expect worse floods – it’s not if they will occur again, it’s just when.

So having these floods is no surprise, it’s something we have been waiting for. What is, however, regrettable is that knowing full well such flooding will occur again, and again and again – what do we do about it? Everyone with mud in their house lives on a floodplain – floodplains flood and will keep flooding. So if we want to keep the water and mud out of our houses we need to adapt both where and how we build and how we manage the river systems.

• Why was the Brisbane floodplain, devastated in 1974, allowed to be developed even more intensely – with no flood protection?

35

Sebastian 05.27.11 at 12:33 am

“Correction, 504 is less than 512, so the total deaths is slightly less than 8 times the 3 yr average. The point stands.”

The point doesn’t stand at all. The assertion is that global warming is causing more tornadoes. “Killer tornadoes” isn’t a question of intensity or number of tornadoes but rather touchdown point–did it land in an inhabited spot or no? Unless you are asserting that the location of the tornadoes has moved toward inhabited areas due to global warming, you need to assert that the NUMBER of tornadoes has gone up in order to invoke global warming. That is why 1974 is called by reporters the year of the “Super Tornado Outbreak” even though it had many fewer tornadoes than 1973. Reporters don’t care about tornadoes that touchdown in a field and do no real damage. Reporters care intensely about drama stories when they touch down in the middle of a town. Not every human weather drama is ‘really about’ global warming. Even if there are far fewer tornadoes, the human drama will be higher if they unluckily touch down in inhabited areas.

But so far, there has been no evidence presented that actual tornado frequency is up, and the evidence i’ve seen is that it is not up. So you can insist if you like that global warming is causing more tornadoes. But that isn’t science.

36

sg 05.27.11 at 1:50 am

Western Dave, my understanding was that the rainfall that caused the recent floods was very close to the previous highs. And this is the problem: you’re focussing on household damage, which as you say is related to building codes, inequality, etc. But the phenomena themselves are trackable. Australia had two huge floods in a year (there were more in the South East, too, right?) At the same time China has a record drought, etc. The question is not whether the damage is linked to global warming; it’s whether the weather events that caused it are linked to global warming. And all the events I listed are related to higher temperatures and water vapour. At some point it stretches credibility to say that they aren’t driven by the climate.

37

David 05.27.11 at 3:00 am

@Western Dave: I think you meant to say that you are denying that it is possible to attribute individual weather events to climate change. While this is indeed probably the case at the present time it does seem that a trend towards more frequent and extreme weather events may be becoming visible. As Martin Bento pointed out, this is a prediction. If you do not accept that, then I do not see how this differs in any substantive way from a standard denialist position. What would satisfy both a belief in AGCC and visible consequences?

As for the issues of human intervention in natural systems and the social conditions of poverty and location, these are not in any way at odds with climate change effects as explanations for disasters. A tornado or flood is an event. Where such events intersect large human populations you will have, to greater or lesser degree, disasters. And we’ll have even greater disasters if we have impoverished people living in areas that are subjected to increasingly frequent weather or weather effected events.

So by all means address the social/political aspects that contribute to such disasters. Just don’t dismiss attempts to point to the social/political aspects that are likely contributing to the events. Frankly, if a little sensationalism gets people off their butts then I can live with it.

38

Martin Bento 05.27.11 at 4:10 am

Sebastian, if you believe there are only two ways that deaths from tornadoes can increase: either there are more tornadoes, or more tornadoes are migrating to inhabited areas, and there is no way to see what would cause the second, then there must be more tornadoes. The increase in both total deaths from tornadoes and total number of tornadoes that have killed people this year are empirical facts: any theory must be consistent with them. Therefore, by the argument you yourself have made, tornadoes must have increased (note: your argument, not mine. I do not accept this simple model). This is a straightforward statistical inference and is independent of causation: if you believe this bad weather is because we have offended the great god Enlil, fine. If there are more tornado deaths, and tornado distribution is consistent, Enlil must have created more tornadoes. This doesn’t even get to the problem of global warming as cause.

So have tornadoes increased? The NOAA site has no answer. The preliminary data is understated (we can be very confident that tornadoes mentioned in the newspaper exist, but it is very unlikely that all extent tornadoes are so mentioned, largely for the reasons that form the basis of your own argument), and the actual data is not there yet. The paper you pushed earlier is apparently close to a decade old. You say you have evidence of a lack of increase? What is that?

And let’s suppose the contrary: assume the number of tornadoes YTD is around the average. The 3 year average YTD number of tornadoes till the end of May is 700. Average deaths: 52. Average killer tornadoes: 15. 2011 YTD deaths: 517. 2011 YTD killer tornadoes: 66. Percentage of all tornadoes killer 3 year average: 2.1% Percentage of all tornadoes killer 2011, assuming normal number of tornadoes: 9.4%. Quite an increase, wouldn’t you say? Why are so many more tornadoes just happening to hit the inhabited areas? Of course, I don’t buy your model. I think the intensity of the tornadoes matters as well as the number, so I would not project an approximate 4.5 fold increase in the number of tornadoes. I expect stronger, not just more, tornadoes.

Is it perhaps an outlier? Well, if we take off Joplin, supposing that a bit of bad luck, it doesn’t change the picture that much. Reduce the number of killer tornadoes by 1. Reduce the death toll by 123. That still leaves a death toll of 394, close to 4 times the average. Like I say, one year doesn’t prove a trend, but that there is a dramatic increase this year is indisputable.

And trying to explain things like this is terms of multi-decade trends doesn’t work. If marijuana use among teenagers were to increase this year, could we credibly blame rock music? There is possibly a correlation between marijuana use and rock, or specific styles of rock. But rock music has been around for decades, and whatever influence it may have it had at the beginning or is long-term; it cannot explain a sharp recent change. And all of Western Dave’s arguments amount to arguing that sharp recent changes are the result of situations that have existed for decades.

Dave also argues that you cannot definitively attribute any specific weather event to global warming. That’s why I had the roulette dialog earlier. The statement is technically correct, but obtuse. You can attribute a pattern of weather changes to global warming, and that is what McKibbon is doing. You can argue that he is incorrect, that the statistical inferences he is making are unwarranted, but not that the project is fundamentally misguided. I personally would love to see a rigorous form of the argument McKibbon is just outlining.

39

Sebastian 05.27.11 at 8:07 am

Ummm, I think you aren’t reading carefully. Where tornadoes touch down is pretty much random within the large tornado belt. There are pretty much the same number of tornadoes each year. Most years they don’t kill lots of people. Some years they do. It isn’t particularly tied to the number of tornadoes, it is tied to where they touchdown. That is why 1974 is called the Super Tornado Outbreak even though it didn’t have more tornadoes than average. That is why 1973 is NOT called the Super Tornado Outbreak even though it had one of the highest numbers of tornadoes recorded. Tornado deaths and number of tornadoes are not tightly correlated in the tornado belt in the way you are suggesting.

(They clearly are correlated *somewhat*, i.e. the number of tornado deaths in California tends toward zero because the number of tornadoes tends toward zero. But you are positing that an increase in tornado deaths in a given year means that there must be more tornadoes. That is not only false, it directly contradicts the physical record. Again see 1973 and 1974. Those are facts, unlike the suppositions you want to make.)

Your ‘statistical’ method is atrocious. 2.1% ‘killer’ in a normal *year* but ‘9.8%’ so far in this year? Ummm this year isn’t over, right? And you want to measure it IMMEDIATELY after one week of the worst in a few years, on the basis of essentially one cycle of short term weather patterns? Ridiculous. The same problem with your year to date figures. Measure it as of April and it isn’t so bad. And you’re projecting a trendline for the rest of the year immediately after the worst incident in about seven years. That isn’t science, that is hysteria.

“I think the intensity of the tornadoes matters as well as the number, so I would not project an approximate 4.5 fold increase in the number of tornadoes. I expect stronger, not just more, tornadoes.”

Yes *you* would. And that also doesn’t appear to be the case.

40

Sebastian 05.27.11 at 8:53 am

One of the worst tornado outbreaks, in terms of deaths, damage, and apparent wind speed (one of them lasted 3 hours and more than 200 miles) took place in *1925*, see The Tri State Tornado.

See also the Tupelo–Gainesville tornado outbreak. That was *1936*.

Yes the recent April 24-28 outbreak really sucked. It was really big. We haven’t had a big one in a long time. But there were other really big ones in recent memory. And they were big enough to be comparable even though they didn’t have Doppler radar tracking the entire country at the time. They had some of the strongest, most intense tornadoes that we’ve seen. In 1925 and 1936.

41

Martin Bento 05.27.11 at 10:00 am

“Your ‘statistical’ method is atrocious. 2.1% ‘killer’ in a normal year but ‘9.8%’ so far in this year? Ummm this year isn’t over, right? ”

That 2.1% was explicitly a YTD measurement, where date meant, explicitly, the end of May. I don’t have figures to the 25th of May, but I doubt they’re much different. For the same reason, I am not projecting a trendline to the rest of the year. I am disregarding the rest of the year for both 2011 and the years to which I am comparing it.

“Measure it as of April and it isn’t so bad.”

Measure it as of April and it is worse.:

(all figures below as of the end of April)
number of tornadoes, 3 yr average: 351
number of tornado deaths, 3 yr average: 33
number of tornado deaths, 2011: 363
number of killer tornadoes, 3 yr average: 9
number of killer tornadoes, 2011: 47

ratio killer/all tornadoes, 3 yr average: 2.5%
ratio killer/all tornadoes, 2011, assuming average # of tornadoes: 13.3%
ratio deaths/all tornadoes 3 yr average: 9.4%
ratio deaths/all tornadoes, 2011 (same assumption): 103% (more than one death per tornado)

As for 1973 and 1974, the issue there is largely the strength of the tornadoes, something I have explicitly been calling relevant and you have been ignoring. Let’s check in with the NOAA on this:

“For comparative purposes, for all the tornadoes reported during this outbreak [in 1974 – M], the mean path length was on the order of 18.7 miles whereas the mean path length for all tornadoes in 1973 was 4.7 miles. For all tornadoes in 1972 it was 3.3 miles. In a rating of intensity of tornadoes on a scale from F0 to F5, six tornadoes in this outbreak had an intensity of F5. In 1973, only one tornado had an intensity of F5. In 1972, no tornadoes reached this intensity. In 1971, two tornadoes had an intensity of F5.”

Obviously, tornadoes with longer path lengths are more likely to hit populated areas at some point. But this is not random; it is a function of the strength of the tornado. Stronger tornadoes last longer and travel further, and therefore are more likely to hit a populated area. So saying the increased destruction is because more tornadoes have hit populated areas is not equivalent to saying it is random: it is what one would expect from stronger tornadoes. So if we see more tornadoes hitting populated areas, it could be random, in which case it should vanish into statistical noise, or it could be a result of increased tornado strength, as in 1974.

How’s the case for statistical noise? Well, if one looks at the ratios of tornadoes to deaths since 1950, some things do stand out.

1.Total number of tornadoes reported has been trending up. This probably reflects, at least in part, and at least as compared to the earlier decades, improved detection techniques.
2.A ratio of greater than 1 death per tornado was reached in 1953 and approached in 1952. Both years had reported tornadoes less than has ever been recorded since, though not less than previously, so we probably are dealing, at least in part, with an artifact of underdetection, which would skew the ratio.
3.Other than that, one doesn’t see a ratio of deaths per tornado greater than 1 like this year’s or anywhere close. Recent decades have been more like 30 or 40 tornadoes per death. This implies that, yes, a lot of tornadoes this year have hit populated areas, probably because they were stronger. While it could be an improbable random variation, this is where you look at all the other roulette spins, all the other improbable random variations you see in the weather lately. In any case, we will eventually have data on the average strength of the tornadoes this year. Wanna’ bet the total tornado energy released this year (number times average strength) is at least 3 times the 10 year average?
4.The statistics also do not support Dave’s thesis that we are worse protected from tornadoes than previously. Indeed, despite population growth and a dramatic increase in (detected) tornadoes, absolute numbers of deaths are down in recent decades. 1419 total deaths in the 1950’s vs. 437 in 1988-1997 (end of data in this table). If we’re getting so bad at surviving tornadoes, how are so many more of us doing it, despite increased population and trailer parks, etc. Isn’t it interesting that the number of deaths from the second decade above is less than that of this year so far?

42

Andrew 05.27.11 at 11:42 am

Martin Bento @20: Making an analogy like that is like saying the workings of a car are unknowable because you don’t happen to understand them. That’s why NASA simulations of the effects of global warming 4 years ago specifically predicted increased tornado and heavy storm activity in the central and eastern United States

That is a simulation of a future in which the surface is 5 degrees warmer and there is twice the amount of carbon dioxide. It did not predict increased tornadoes and heavy storms in 2011.

And 2011 isn’t significantly warmer than 2007. In fact for the most relevant three month period for which I can see the mean for global land-ocean surface temperatures (DecJanFeb), 2011 is cooler.

My point is that studies like that – while suggestive and importance to assessing the long-term impact of climate change – should NOT be used to support the idea that we can attribute severe weather events right now to climate change.

With respect to wildfires, there are gems like this in the NASA release which you linked to:

“These findings may seem to imply that fewer storms in the future will be good news for disastrous western U.S. wildfires,” said Tony Del Genio, lead author of the study and a scientist at NASA’s Goddard Institute for Space Studies, New York. “But drier conditions near the ground combined with higher lightning flash rates per storm may end up intensifying wildfire damage instead.”

In other words, they don’t know.

Martin Bento @27: What McKibbon is pointing out, though, is that we are seeing myriad record-breakers in very close proximity. Two “hundred-year floods” in five years. Simultaneous record drought in multiple parts of the world, etc.

I struggle to separate what McKibbon wrote in that article from the perennial crop of apocalyptic seers who see a massive hurricane and note that this confirms what they would have predicted.

My understanding is that a higher likelihood of certain types of severe weather events in a given region is influenced most strongly by ENSO – not, at this point, climate change.

Over the long-term future, of course, that’s a different story.

As to the need for “more heat” in the public discussion in order to facilitate policy action, my view is different. I think these articles weaken credibility in the eyes of the public, since not only are these articles extreme, but they practically invite the public to question climate change on the basis of individual weather events that do NOT fit with climate change models.

And, if I remember correctly, a few years ago we had a significantly colder year than that of the ten years preceding – and polls showed a drop in public perception of climate as an actual phenomenon. Not conclusive obviously, but suggestive of the problem.

43

Western Dave 05.27.11 at 2:04 pm

Let me try a different tack here. Last year, we were supposed to have a big hurricane season on the East Coast. It didn’t happen. Lots of my Republican friends used this to argue against global warming. And I spent a lot of time explaining how the weather in given year doesn’t explain whether or not global warming is happening. How is what they did different from what McKibben’s doing here? If next year, we don’t have flooding and huge forest fires is that evidence that global warming isn’t happening? Of course, not. Long term trends may not show up year to year. So, like others, if this gets people to believe that global warming is happening great, but don’t be surprised if we have another mild hurricane season to see that all the people this article convinced will then change their minds again.

@Sebastian, according to Mike Davis, in City of Quartz, Los Angeles has more tornadoes than any other city in the United States, but this is under-reported due to the fact that they are all below F3.

44

chris 05.27.11 at 2:34 pm

Sebastian, if you believe there are only two ways that deaths from tornadoes can increase: either there are more tornadoes, or more tornadoes are migrating to inhabited areas, and there is no way to see what would cause the second, then there must be more tornadoes.

But there *is* a way to see what would cause the second: proliferation of inhabited areas, i.e. population growth and/or sprawl.

You’ve also left out buildings becoming systematically less safe, which would result in more deaths per tornado/inhabited area interaction. I don’t have any specific information that building codes have been weakened in a way that increases danger from tornadoes, but given the politics of the most tornado-prone areas of the U.S., I wouldn’t rule it out.

That’s why you need to measure tornado activity directly: deaths from tornadoes are a very poor proxy for it, and the tornadoes:tornado deaths ratio may have a secular trend.

45

chris 05.27.11 at 2:39 pm

I would also add that it seems highly likely this year will turn out to be an outlier in tornado activity, but for that very reason, it’s a poor basis on which to project a trend. If there are 10 more years in a row that all have tornado activity comparable to the worst pre-2010 years, that would be a good basis on which to suppose that something serious was going on.

46

sg 05.27.11 at 3:14 pm

Andrew, your last paragraph at 42 is exactly the same logic as you’re decrying in your previous paragraphs. Does that make sense to you or validate your theory? I’m not sure.

Western Dave and Andrew, if people conclude that the odd rare cold year or mild season is conclusive proof against climate change then the chances are that it’s got something to do with the huge media attention on just that fact. It doesn’t have much to do with people pointing out – quite reasonably – that record hot temperatures are to be expected in a warming world, and that fires and floods follow a warming, humidifying trend. If the lay observer doesn’t get this, it’s because the media they’re observing from their lay position are conveniently ignoring the facts. That’s not McKibbon’s fault, quite the opposite in fact.

It’s high time that we started pointing out that all the predictions of AGW science are starting to come true. We can do this in a nuanced way, without saying “OMFG! It was 37C yesterday! AGW!!!1” because guess what! ordinary people aren’t stupid. But saying “oh no, all these strange events that keep happening, that are mysteriously very closely related to temperature, they’re all just coincidence so as you were folks! Wanna burn another seal?” is not going to help.

47

Sebastian 05.27.11 at 5:32 pm

“But there is a way to see what would cause the second: proliferation of inhabited areas, i.e. population growth and/or sprawl.”

Sure that is possible. And very tangentially related, at best, to global warming. It also isn’t really the trend in the tornado belt. States like Kansas for example are concentrating and urbanizing more than the US in general. See here. So I’m not saying that such possibilities are impossible in some philosophical sense. I’m saying they aren’t likely to be good explanations for why THIS year has been deadly while most of 2000-2009 was not.

“Well, if one looks at the ratios of tornadoes to deaths since 1950, some things do stand out.” [note, the chart you reference ends in 1997 making it older than the trending chart I reference, and which apparently is too old to count as evidence in this thread]

If you look at ratios of tornadoes to deaths you’re using a particularly awful proxy for tornado intensity. But note that the chart doesn’t show what it should show if global warming were causing increased intensity tornadoes. It doesn’t show an upward trend of tornado deaths to tornadoes. What it shows is incredibly spiky data. ’84 and ’85 have ratios of about .12. ’83 and ’86 have ratios of about .02. ’83 and ’84 have similar numbers of tornadoes (about 900), so the denominator was not down.

And again, some of the very most powerful tornadoes were in 1925 and 1936. With global warming trends allegedly up for nearly the entire century, it seems odd that the most serious tornadoes would be at the beginning and very end of the period, while some of the most mild years are toward the end of the period.

Is it IMPOSSIBLE to create a global warming theory which allows for huge tornado activity in the ’20s and ’30s, a big lull from mid 1970s to 2009 and then an incredibly sharp uptick in 2011? Probably not IMPOSSIBLE. But we certainly haven’t seen it here or anywhere prominent. Which makes linking this year’s very high activity to AGW very speculative, not scientific.

Furthermore, 2000-2009 were relatively mild years. You wouldn’t expect

48

Martin Bento 05.27.11 at 5:33 pm

Chris, as I pointed out in #41, deaths from tornadoes have significantly declined in absolute terms since the 1950’s (at least if you take this year out). That’s not per capita, so that’s despite population increase, sprawl, more common trailer parks, etc. Also, building code changes. You’re trying to explain a fact not in evidence: there is no long-term increase in deaths, but the opposite. The increase is specific to this year. But to be clear, I don’t think the increase in deaths is primarily a result of more volcanoes’ I think it more likely stronger volcanoes (though it easily could be both), which are more likely to hit inhabited areas because they travel farther. I agree with measuring tornado strength directly, but that data won’t be available for a while yet apparently. I am willing to go out on a limb and say aggregate tornado strength so far this year will be found to have been at least triple the most recent 10 year average. And, if you cut off at the end of April and take Joplin out, at least double.

Again, what determines whether a tornado is likely to hit an inhabited area? If tornadoes were stationary objects, it would in principle be primarily be a function of what percentage of the land is inhabited (my guess is not quite, as a lot of buildings about probably breaks up the wind and discourages formation). But tornadoes move. They typically move several miles, while having a diameter much less than that. Therefore, if a tornado hits an inhabited area, it is very likely because the tornado moved there, not because it was spawned there, and this is more likely to happen the further the tornado moves. And the path length of a tornado is largely a function of its strength. If you have significantly more tornadoes hitting inhabited areas, it can be because you have stronger tornadoes or more inhabited areas, but if it is a one year jump, it has to be stronger tornadoes.

Andrew, I made that point about the NASA study specifically in regard to Zamfir’s argument that one could not in principle predict increased tornado activity based on global warming. That said, the study also overestimates the ability of vegetation to absorb CO2. It has recently been discovered that this is significantly less the previously supposed, and accelerated warming is held by the researchers doing the study to be a direct consequence.

As I have said, the tornado situation in itself proves nothing. Whether all the recent bad weather globally proves anything should be subject to rigorous analysis, but at first glance, it does look outside the range of normal variation. But decrying what McKibbon wrote is essentially shunting aside the question. You’re only going to ask this question and fund the necessary research if you believe it might be true, so someone needs to point out that it might be true, preferably pretty loudly.

49

Martin Bento 05.27.11 at 5:40 pm

Sebastian, the difference between my old data and your old data is that you were making an assertion about recent events – that there has been no recent increase in tornado activity – whereas I was deriving a base to estimate how far out of the normal range the current year is.

50

Martin Bento 05.27.11 at 6:19 pm

“more volcanoes” – tornadoes, of course. I should have my coffee before I post.

51

Sebastian 05.27.11 at 8:19 pm

But what is the ‘normal’ range in such a spiky dataset? You’re attempting to assert a trend in activity which should certainly show up year after year over decades, but which actually so far appears to be a single year event.

My ‘old’ data is just as pertinent as yours because under a global warming theory the increase should include decades where there is no increase at all.

52

chris 05.27.11 at 9:28 pm

You’re trying to explain a fact not in evidence: there is no long-term increase in deaths, but the opposite. The increase is specific to this year.

Hmm, I guess I just assumed it was a long-term trend because AGW is a long-term trend so it would make absolutely no sense whatsoever to try to tie it to a single outlier year. (A cluster of extreme years is another matter, of course. If we have one.)

A long term fall in fatalities could easily be explained by better prediction, better communication of predictions once they have been made, better shelters, or a combination, to name just a few. These are ad hoc, and determining whether any of them was *really* responsible would be quite hard, but that’s the point — whichever way the long-term trend in tornado deaths points, it’s a poor measure of tornado activity because of all the confounding variables. And measuring it directly is hampered by the fact that the technology is barely here *now*, let alone being able to go back in time a few decades and deploy it to measure past activity.

If you have significantly more tornadoes hitting inhabited areas, it can be because you have stronger tornadoes or more inhabited areas,

Over a short term it can also be luck. I’m not sure if a year is “short” or “long” in the relevant sense here. (Maybe the “significantly” was intended to rule that out? But if so, have we really seen a big enough cluster of hits to be *significantly* more and not just *noticeably* more? The sample size seems small to me.)

but if it is a one year jump, it has to be stronger tornadoes.

But if it’s *really* a one year jump, it can’t be AGW, which occurs gradually over decades or centuries. Higher tornado activity due to AGW would produce multiple high-tornado years over decades, which we haven’t really seen in past decades and don’t yet know if we’re going to see in future decades. “2011 — fluke or harbinger?” is not a question that can be sensibly answered, or even attempted, in 2011.

Is the one year jump really “jumpier” than the normal year-to-year fluctuation? Is that a sign of a long-term trend in mean activity, variance in activity, or just an unlikely event that is just as unlikely to happen again as it was unlikely to happen the first time? There are statistical tools to answer those types of questions, I think, but the data may be too sparse to draw any firm conclusion.

53

sg 05.28.11 at 2:08 am

There are two possible global warming theories for increased tornadoes that can easily fit this data. They are:

1. A step effect: when temperatures/water vapour levels/something else reaches some threshold level, a change is triggered in tornado alley which leads to a large increase in tornado numbers

2. Years with large numbers of strong tornadoes are a random event occurring in some process (e.g. Poisson). The warming trend in AGW increases the rate of the process, but that doesn’t mean that we will see the effects as a smooth trend – we’ll just see them more often over the long term, and more frequent extreme events.

Theory 2 is actually very plausible, in that it explains the earlier tornado alley events (25, 36, 74) which give us a way to estimate the rate of the process; in future years we can attempt to estimate if this rate has changed.

Critics of an AGW-related explanation for this year’s tornado events are making the mistake of thinking of weather trends as deterministic. They’re not. Extreme events in 1925 and 1936 are not incompatible with an increasing rate of tornado formation since, e.g. 1974. You can increase the parameter of a poisson process and still not observe any events for years; you can decrease it and see a big spike immediately afterwards. This is why we need a science of extreme weather events.

54

Western Dave 05.28.11 at 3:27 am

“This is why we need a science of extreme weather events.” Which is why I keep name-checking the environmental historians who actually write about this stuff not that anyone seems to want to go check them out (But one last time Ted Steinberg, Acts of God is the logical starting place for US “natural” disaster history excluding forest fires which is quite well covered on a global scale by Stephen Pyne). But apparently nobody wants to take the time to read them. And btw the drop in fatalities in tornadoes is due directly to the introduction and spread of better detection technology (which also explains the uptick in numbers of tornadoes since 1950s). Now will those of you who think you can explain weather phenomena by googling some stats please at least read the book reviews, find an article by these folks if you have JSTOR access or something beyond three years of tornado evidence and acting like it’s science or history or something. I’m thrilled McKibben scared you into realizing that global warming is an important issue, but if you want to save some lives, we need to quit quibbling about whether he is a useful or useless fearmonger and get with a legislative program. Some good starting places in the US: ending NFIP, permeable paving, reverse the gutting of the weather service, better building codes and better enforcement in hazard prone areas, etc. etc. etc. And a carbon tax wouldn’t hurt either. But it won’t save anybody’s life in the next ten years.

55

Martin Bento 05.28.11 at 9:44 am

Chris, yes, by “significantly” I meant statistical significance. But when I derived those figures on deaths/tornado for 2011, I was addressing Sebastian’s argument that an increase in global warming this year would require an unusually large number of tornadoes generated, so I calculated the figures on the premise that the number of tornadoes matched the recent average. In fact, we don’t yet have tornado numbers past February, which is before season, so there is no particular reason to assume an average number. Since we don’t actually know the number of tornadoes, a better metric may be absolute number of deaths.

The ’74 high Sebastian keeps pointing is, as of the end of May, 320
2011 YTD (almost, up at least another 16 today, which is not included in this figure) 512.
Average for 1950-1997, tending down over time: 58.
Recent average: 33.

But this in itself means nothing because the tornado figures alone are a one year spike (so far). The reason I originally focused on the tornado figures was in response to Zamfir’s claim that global warming could not predict trends in tornado activity at all because the calculations involved are intractable (that’s the most generous way I can take the analogy to a causal link between income change and lost keys).

Let us zoom back out to the big picture. McKibbon claimed not that any one local outlier, including tornadoes, proved anything, but that the confluence of many of them in the last few years in many areas of the world suggested a common cause. You cannot refute this by arguing that a specific outlier is a statistical fluke, you have to look at the totality. Otherwise, you are doing precisely what my roulette player is doing in demanding a causal link between the odds and specific losses. Doing that in any kind of rigorous manner is a major research project which someone will have to fund. So I am not claiming that what I am doing nor what McKibbon is doing is science: it’s heuristics, a rule of thumb. Something seems to be amiss here.

As for the suddenness of the whole thing, this gets to an issue in climate change research itself. Climate change is not necessarily gradual. 8200 years ago, it changed dramatically in a decade. Some research suggests global warming could have abrupt effects, though there is no consensus, and discontinuities are much harder to model. Here are some sources on the subject if you are interested:

http://www.icess.ucsb.edu/clivac/classes/Tropical_meteorology/classes_ucsb/climate_change/articles_climate_change_tropics/Alley_et_al_review_abrupt_climate_change_science.pdf

http://www.whoi.edu/page.do?cid=9986&pid=12455&tid=282

http://www.gbn.com/consulting/article_details.php?id=53

Western Dave, you made the following statements:

comment #31 But those of us that study the history of natural disasters know that the .increase in tornado damage and loss of life …would be going on anyway with or without climate change because in the US (and other parts of the world) human modifications of the environment and settlement patterns have put more people in harms way than ever before and often with less tools to protect themselves than 100 years ago (at least Dorothy had a storm cellar to run to, even if she didn’t make it. How many folks in Joplin have basements? How many of those building were built to withstand a major tornado? Look at the picture link and look at the Minneapolis pictures, and ask yourself, is it a coincidence that the tornado damaged the hell out of a neighborhood that’s African American and poor or is that the damaged neighborhood was poor and therefore way more likely to experience more damage than a wealthy (and whiter) neighborhood? Now what’s that got to do with global warming? [emphasis added]

#7 Super-destructive tornadoes? The gutting of safety legislation in the mobile home industry and building trades provides a better explanation.

#26 As for “killer tornadoes,” the killers here aren’t the tornadoes. They are the lawmakers and rules-writers who caved into the housing lobbies and allowed standards for manufactured housing that they know will result in deaths and when tougher standards are imposed, they don’t grandfather those rules in.

Statement 31 states that there has been an increase in loss of life from tornadoes. It then offers explanations for this phenomenon based on your extensive research. This means it is not a misstatement: you not only claim the increase, you explain it. Comments #7 and #26 offer additional explanation for why this increase of deaths exists, again based on your deep base of personal knowledge.

Of course, this increase of deaths does not exist. This should have been one of the very first things your extensive research told you. Tornado deaths over the last few decades have been trending down, even in absolute terms. I pointed this out in #41 and reiterated it in #48.

Now you say this:

#54 And btw the drop in fatalities in tornadoes is due directly to the introduction and spread of better detection technology [emphasis added]

You knew it all along! And, of course, based on your extensive research you knew exactly why too.
Now, I suppose you could torture logic to try to claim something like you were talking about two contrary sets of tendencies, and pretend you didn’t claim the net effect was increase when you clearly did. So, go ahead, torture away.

56

Andrew 05.28.11 at 11:02 am

sg @46: Andrew, your last paragraph at 42 is exactly the same logic as you’re decrying in your previous paragraphs. Does that make sense to you or validate your theory? I’m not sure.

In my past paragraph I point out that polls showed a dip in public affirmation that climate change exists and is a problem during a year which was significantly cooler than those preceding. My intention was to illustrate the problem that arises when we encourage the public to judge vastly complex theories like climate change by single weather events.

What’s going to happen in the year that we have abnormally few tornadoes, for instance? We will see scientists try to explain that a single such year holds little significance. We will see scientists try to explain that weather is, itself, an extremely complex system, and that trying to predict what types of weather will result from climate change (complex in itself) is highly difficult and fraught with likely error.

And the scientists will be right. But they’ll be fighting an uphill battle thanks to articles like this one.

sg @46: It doesn’t have much to do with people pointing out – quite reasonably – that record hot temperatures are to be expected in a warming world, and that fires and floods follow a warming, humidifying trend. If the lay observer doesn’t get this, it’s because the media they’re observing from their lay position are conveniently ignoring the facts. That’s not McKibbon’s fault, quite the opposite in fact.

Fires and floods follow lots of different things. McKibbon is doing in this article precisely what climate change “skeptics” encourage: attempt to tie a small set of observations in a single season to climate change theory. This is a double-edged sword.

Martin @48: But decrying what McKibbon wrote is essentially shunting aside the question. You’re only going to ask this question and fund the necessary research if you believe it might be true, so someone needs to point out that it might be true, preferably pretty loudly.

I don’t think research into climate change or weather requires op-eds in the Washington Post to make alarmist claims and give bad advice to the public. I fully agree that it is worth studying whether certain frequencies of extreme weather would be predicted under current conditions in climate change models – but it appears to me that we’re a long way from solid research on that question.

57

Sebastian 05.28.11 at 4:06 pm

“Let us zoom back out to the big picture. McKibbon claimed not that any one local outlier, including tornadoes, proved anything, but that the confluence of many of them in the last few years in many areas of the world suggested a common cause. You cannot refute this by arguing that a specific outlier is a statistical fluke, you have to look at the totality. ”

But not all outliers are the same. Can we all agree that the statistically high number of large volcano mutterings in Iceland in the past 24 months probably doesn’t have a lot to do with global warming?

If you want to be able to credibly argue that mild weather during some particular winter, or that cold weather during some particular summer doesn’t implicate global warming very much because of overall statistical trends, you shouldn’t misuse statistical non-trends of extreme outlier events before you actually have a statistical trend. The first style is an unscientific “denier” while the second is an unscientific “alarmist”.

McKibben is an unscientific alarmist. There is not, at this time evidence of a multi-year sustained upward trend in tornado activity. We have a one year outbreak, of a magnitude that has been seen at least 3 times in the past hundred years. We are just coming out of an unusually low incidence period. Those are the statistical facts available to us so far.

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Sebastian 05.28.11 at 4:10 pm

Also, on the fire issue, there is a VERY plausible argument that multi-year awful history of US over-supression/fire policy is a much greater contributor to outbreaks of scary wildfires than global warming is. (See for example the last two San Diego fires). This is similar to the problem which will eventually come about with the Mississippi river. It may very well be that the precipitating event of the Mississippi river project breaking down and flooding huge parts of Louisiana will be global warming influenced. But the reality is that the project is a classic example of non-sustainability that the US isn’t willing to look at–it is going to break down eventually even if we only have normal flood fluctuations.

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Martin Bento 05.28.11 at 9:23 pm

Well, guys, we shall see. As I said, a scientific evaluation will take time and resources. And I sure hope McKibbon is wrong. If we are in the realm of abrupt climate change, that is extremely bad news. I don’t think alarming people some about this is politically harmful, and I think the danger that it will empower those who use single climate events to argue against global warming is exaggerated. What we need to do is emphasize that global warming can involve sustained cooling in some areas, particularly as a consequence of changes in ocean currents, so extreme cooling is not evidence against global warming, even if prolonged. But I don’t want to become invested in something that I really don’t want to believe and still may not be true: that we have abrupt climate change. Bringing the possibility up in the public sphere can focus discussion where it needs to go, but, for me personally, arguing for it strongly is just too depressing, since it is not proven. Climate change is a fact, but abruptness is still uncertain.

However, one of the general political problems we have is that many people fail to make any linkage at all between the issues of the day and things they see or experience in their lives. If people never see weather extremes as confirmation of the drastic effects of global warming, they will never see confirmation: that is the form confirmation will take, and those are among the drastic effects.

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Western Dave 05.29.11 at 3:08 am

Sorry Martin didn’t meant to confuse the issue between long term and short term horizons. Could have written that clearer. The long term drop in tornado fatalities since the 1950s is largely due to better detection and was largely accomplished by the early 1960s. The introduction of Doppler radar helped with detection since then. The recent uptick in fatalities (esp. fatalities per tornado) is probably due to 1) sprawl 2) more people living in tornado unsafe housing (ie: trailers) 3) cuts in detection and warning funding at the local level by the NWS during the Bush administration.

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Martin Bento 05.29.11 at 10:14 am

Fatalities per tornado (derived from data given at links above):

1960’s .14
1970’s .12
1980’s .06
1990-1997 .04
2008-2010 .05

So we see a steep decline until the 80’s and idling from there. Are you claiming that the faint uptick between the last two data points (less than .01) is statistically significant, especially given that it follows a series of greater declines? I don’t think so, but to be agreeable, let’s so stipulate. But even if you want to claim that you can trace that tiny effect to relaxing of building codes, construction of trailer parks, etc., what you claimed is that those effects, so debatably extent till now, sufficed to explain 2011. To wit:

#7 “Super-destructive tornadoes? The gutting of safety legislation in the mobile home industry and building trades provides a better explanation. ”

#26 “As for “killer tornadoes,” the killers here aren’t the tornadoes. They are the lawmakers and rules-writers who caved into the housing lobbies and allowed standards for manufactured housing that they know will result in deaths and when tougher standards are imposed, they don’t grandfather those rules in.”

We don’t have figures yet on the numbers of tornadoes for 2011, so we cannot calculate the deaths/tornado ratio above, nor do I think it a relevant metric other than as a crude estimate of average severity. However, for the claim you’re making to hold, both the number and severity of the tornadoes this year must be within the normal range, so that the effect can be entirely, or at least primarily, due to the sort of second order causes you claim. So how is it that these concerns you point to, whose effects over the last 15 years is so faint it is very debatable whether they exist, and whose effects prior to that are not shown in the data at all, effects that are gradual and cumulative by nature, suddenly became so significant this year?

We are talking a YTD death count almost 16 times the most recent 3 year average. So by your account, gradual changes in the robustness of parts of the built environment led to a barely-detectable change over 15 years, then a vast upheaval in one. There is no way that works.

I guess you could claim that you didn’t really mean what you said. That you weren’t denying that the death toll this year was due to the nature of the tornado season itself, rather than second order effects. You just wanted to get a word in for paying attention to the second order effects. But in that case, your position is not a refutation of the abrupt climate change hypothesis at all – it doesn’t address it – yet you presented it as a refutation. And if second order effects do not explain this year, why do you keep demanding we read Steinberg as a prerequisite for this discussion? Steinberg is all about how corner-cutting and other faults in the built environment increase the impact of natural disasters. But that doesn’t speak to the question at hand – global warming – at all.

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sg 05.29.11 at 11:35 am

Andrew, you implied that the dip in the polls during a cool climate was related to a media phenomenon connected to the cool climate. When someone points to an increase in tornados and suggests its due to an effect of a warming climate you dismiss it as nonsense. You can’t have things both ways.

Sebastian, the Volcano eruptions in Iceland aren’t necessarily statistically significant – depends on the distribution of eruptions. If they’re known to be very low probability events that cluster with high correlation, it’s to be expected that any one volcanic eruption will be followed by others. And most volcano experts I’ve read all seem to be saying that they were expecting this, or that we can expect more eruptions because they’re heavily correlated. So no we can’t agree that they’re statistically significant, or that if they were they had anything to do with global warming, and the suggestion you’re making is intended purely to be rude.

As for fires … i pointed out above that other countries with good forest fire management policies and 30 years of fuel control have experienced unusually large fires. Not everything that happens in the world happens in the US, you know.

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Andrew 05.29.11 at 1:16 pm

Sg @62: No, I think that both are mistaken. A single cool year relative to the previous decade does not disconfirm climate change theory. But because many in the public are encouraged to judge climate change theory on the basis of their personal observations, public affirmation of climate change theory dipped during such a year.

I use this as an illustration of the dangers of this article. Encouraging the public to judge climate change theory by phenomena like a single year’s temperature data, or a single year’s severe weather events, can actually harm efforts to educate the public about climate change.

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Zamfir 05.29.11 at 2:26 pm

Martin, what are you trying to argue? That a step-change in climate conditions has lead to sudden increase in tornados this year? That a step change has lead to particularly lethal tornados? That climate change has gradually made tornados as a whole more likely, making an extreme month also more likely?

Meteorologists seem to see no evidence for any of those, they say that this year falls within the normal range of tornado severity, with unlucky hits as the cause for the deaths. And they have not yet observed a longer trend towards more tornados.

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Martin Bento 05.29.11 at 6:13 pm

Which meteorologist says that the number and severity of tornadoes year to date falls within the normal range, and the high death toll is substantially because these tornadoes have coincidentally hit inhabited areas at an unusual rate?

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Martin Bento 05.30.11 at 5:09 am

Zamfir, let me qualify: “coincidentally” is doing some work above. If the tornadoes are stronger than average, they typically would have longer path lengths, making them more likely to hit an inhabited area. So it’s not just that a greater percentage of tornadoes hit inhabited areas, but that this still holds after you correct for path length. That would presumably be random.

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sg 05.30.11 at 5:36 am

but Andrew, how can you link what happens in opinion polls to what “many people” are “encouraged to believe”? You have identified a trend of people being encouraged to believe that extreme events are related to trends. But you yourself refuse to relate individual events to trends. So how can you relate an opinion poll result to this trend without breaching your own rules?

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Sebastian 05.30.11 at 6:00 pm

“If the tornadoes are stronger than average, they typically would have longer path lengths, making them more likely to hit an inhabited area. So it’s not just that a greater percentage of tornadoes hit inhabited areas, but that this still holds after you correct for path length. ”

But what in the world do you mean by ‘stronger than average’? They are within the normal observed range for high intensity tornado outbreaks. Tornado outbreaks of this intensity have occurred previously at least once in the 1920s, twice in the 1930s, once in the 1950s, and once in the 1970s. So of course this year is ‘stronger than average’. But not out of the normal range or indicative of a trend, which is what you want to claim the statistics for. The really odd thing is that we had such a long period without torndaoes outbreaks of this intensity. If you used 1920-1940 as the baseline and compared to 1990-2010 you would be struck by how global warming seemed to have dramatically diminished the number of intense tornado outbreaks. Same thing if you used 1940-1960. And if you used 1960-1980 you would have found one major outbreak. The TREND was to fewer tornado outbreaks, not more.

Now I would have no problem arguing that it wasn’t even a real trend toward fewer outbreaks. I would argue that serious tornado outbreaks are pretty rare, so skipping two decades doesn’t show much. But if that is true, this particular outbreak looks like a return to normal, not a shocking event that needs AGW as an explanation. It only seems shocking because we went through such a slow period.

“If they’re known to be very low probability events that cluster with high correlation, it’s to be expected that any one volcanic eruption will be followed by others. And most volcano experts I’ve read all seem to be saying that they were expecting this, or that we can expect more eruptions because they’re heavily correlated.”

Quite. And look at what Martin does with tornadoes. A tornado outbreak is definitionally a large scale, short-term weather phenomenon which involves hundreds of heavily correlated tornadoes.

[re volcanoes]”So no we can’t agree that they’re statistically significant, or that if they were they had anything to do with global warming”

Spot on again. We can’t agree that this year’s tornado outbreaks are statistically significant. Therefore trying to attribute it to global warming tends toward non-science.

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Martin Bento 05.30.11 at 8:20 pm

1953 YTD deaths: 63
1974 YTD deaths: 320
2011 YTD deaths (as of Friday): 519

Don’t have YTD figures for 1925 or 1936. Nor can I find direct data on aggregate intensity this year. Can you? Even the data on tornado numbers is just preliminary, meaning significantly understated. Direct comparison of death figures before WW2 doesn’t work at all anyway. There were no freeways, few paved roads in rural areas, not necessarily electricity in rural areas, meaning no warning from radio, and many people had no cars. So people trying to flee the tornado were often on muddy (this is storm season) roads and often on foot or horseback, with little warning. On the other hand, many areas were more sparsely populated. What was the net effect? Well, the Gainsville tornado (1936) was the fifth most deadly in US history, but it was only an F4. 1974 had 6 F5 tornadoes and the aggregate death total from all tornadoes that year was only 366, compared to 203-243 for Gainsville alone. Indeed we had 9 F5 tornadoes from 1971-1974, that is, 9 tornadoes significantly bigger than Gainsville in a four year span. Using deaths as a proxy for severity doesn’t work over this time scale. We do seem over this period to have gotten a lot better at surviving tornadoes, which makes sense given the factors I outlined above. That said, the Tri-state tornado, if it was a single tornado, was very impressive and certainly traveled farther than the ones we’ve seen this year, so I’ll give you that. We’ll have to wait for more data to see if we’re out of the range of those previous years or not.

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sg 05.30.11 at 10:52 pm

Sebastian, you missed the point. What we can conclude about tornadoes depends on the distribution. They don’t have the same distributional properties as volcanoes, and you don’t know what their distributional properties are, so arguing it “tends towards nonscience” is vacuous.

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