Posts Tagged ‘Global Warming’

Mathematical Malpractice Watch: Weather Fatalities

Tuesday, November 20th, 2012

This came to my attention a month ago. I drafted a post, forgot about it in the election/migraine event horizon but now want to get it out my drafts section. I think it’s worth posting because we are likely to hear more of this from the more hysterical environmental wing.

The chart, from Ezra Klein’s usually excellent Wonkblog, purports to show a steep rise in weather-related fatalities in recent years.

It doesn’t show anything of the kind.

First of all, what it shows is a slight decline or flat trend with a few recent spikes caused by a 90′s heat wave, Hurricane Katrina and last year’s tornados. Now maybe you can argue that we should pay more attention to these in the era of global warming because they may be related (or may not). I agree. However, the long term trend in almost all categories is down — way down. Deaths from lightning strikes are down by over two-thirds over the last 70 years. That’s real progress.

But the progress is even better than the graph shows. The graph makes a huge blindingly obvious error; one that Klein’s readers jumped on immediately: it does not account for population growth. The first data point is from a sample of 140 million people while the last if from a sample of 310 million. To compare raw figures is simply ridiculous (and, indeed, Klein’s co-blogger later tweeted a version with death rates that was far less dire and showed dramatic declines in weather-related fatalities).

The third problem is less obvious but potentially the worst one. The plot includes deaths from heat, cold, “winter fatalities”, rip currents and wind. Heat deaths are particularly important to the point Wonkblog is making since, presumably, global warming will result in more deaths from heat waves and drought.

The problem is that the NOAA, from whose data the graph is taken, did not track heat deaths until 1986. The same goes for many deaths in the “other” category. Cold fatalities were not tracked until 1988. Winter fatalities until 1986. Rip currents until 2002. Wind deaths until 1995. No correction, none whatsover, is made for the incomplete data that spans the first five or six decades of NOAA’s sample.

It is simply not sensible to treat the data as though there were zero deaths from heat and other categories before the mid-1980′s. In fact, there are many reasons — the spread of air-conditioning for example — to suspect that heat-related deaths were much much higher in the past. It would defy common sense for the sharp reductions in fatalities from tornados, hurricanes and lightning (not to mention earthquakes) to not reflected in the statistics for other weather-related deaths.

But let’s not assume. Let’s go to the record. The data start in 1940, which usefully omits one of the greatest environmental calamities in American history: the Dust Bowl. Thousands died; at least 5000 in one 1936 heat wave alone. Another massive drought hit in the 1950′s. A 1972 heat wave killed 900 people. A 1980 heat wave killed 1700 people. All of those happened before the NOAA tracked the number of heat-related deaths. None are in the sample.

To be completely honest, the NOAA data seems a poor resource for this kind of study. It apparently does not include the 1988 drought, recording only 47 heat-related deaths in that two-year period. But it does include the 1995 and 1999 heat waves. I have no idea what their criteria are. I suspect they are counting deaths from specific short-term heat waves rather than broad massive events like the 88-89 drought. That’s fine as far as it goes. But if your attempt to quantify long-term trends in weather-related deaths ignores droughts; if it ignores the God-damned Dust Bowl, I would submit that you are looking at the wrong data.

So, in the end, the claim that we are getting more weather-related fatalities than ever is, at least in this case, based on a heavily biased poorly understood sample that barely supports the conclusion

Wednesday Linkorama

Wednesday, October 17th, 2012
  • Distracted parenting is a problem, obviously. But, despite the horrible tragedies described, it’s not clear how big a problem it is. Mobile devices free parents up to do more things with kids and to supervise them more. I will let on, however, that they can occupy your attention. I was at a park when a kid broke his arm and didn’t notice immediately because of my phone. Don’t know if it would have been different with my kid.
  • I’m really looking forward to reading Nate Silver’s book.
  • Statues at the bottom of the sea. Amazing. And heart-breaking, when you think of what they represent.
  • I think this author has a good point that the Star Wars universe is likely illiterate. However, I think it’s less a conscious “where is modernism driving us” thing than a reflection of Star Wars being built on medieval narratives and cliches.
  • An interesting take on one of the more panned documentaries of the year. It does seem that people have a problem accepting that being anti-Big Education is not the same as being anti-education. Or even anti-teacher.
  • This story made my day. This is religion at its finest.
  • Whatever the political fallout of Benghazi, the story of the attack is an amazing one.
  • This is NOT the way to fight global warming. And they say all the greed and abuse is on the skeptic side.
  • The Dry Future

    Thursday, July 19th, 2012

    The WaPo has an article Looking at the current drought and wondering/speculating what will happen if and when such droughts become more common due to global warming.

    A lot of the hype for this is keying off a study that claims Texas’ 2011 drought was twenty times more likely because of global warming. This study has been loudly trumpeted around the punditsphere but needs to be taken with several helpings of salt water. The analysis is based on climactic modeling, a notoriously tricky discipline. It wouldn’t take much to make the 20 times go down a lot. Second, the 2011 Texas drought was an extreme event, on the tail of the probability distribution. If you shift the probability distribution just a little bit, the probability of an unlikely even shoots up dramatically. For example, if the likelihood of an event happening was one in a million and your analysis made it one in fifty thousand, that would be “20 times more likely”. But it is still an unlikely event and still at point where small assumptions can dramatically alter the results. Looking at their plots, 2011 was still an outlier. While there’s a great deal of research supporting the idea that global warming will produce a drier world (or at leas a drier USA), it’s sketchy to build policy on it.

    More importantly, the warming is inevitable. Even if we accept the current models; even we stopped all greenhouse gas emission today; the planet would continue to warm for another half century. We are long past the point of prevention; we are now at the point of adaptation, something the WaPo article only brushes against.

    There is hope in adaptation. The current drought has been more extensive than past droughts that caused food shortages and famine. But drought-resistant crops and better land management have prevented the catastrophe of the Dust Bowl. We have not even begun to tap the potential for adaptation. And it’s a potential we’re going to have to tap if the next century is to be as plentiful as the last.

    Gold Coast Linkorama

    Monday, February 13th, 2012
  • A fascinating look at the ultra-orthodox hasidic sects springing up. I think there would be a lot more panic about this if they followed a different faith.
  • Only in Right-Wing World: a new study comes out with the best constraints yet on glacial melting. And it’s spun as being a huge blow against global warming theory because the melting is less than predicted.
  • Science fiction has ever imagined a universe as incredible as the real thing.
  • Oops. ESPN has some explaining to do.
  • Personally, I seriously doubt that concussions are going to end football. The article is full of weak arguments and assumptions. But I do think the issue of concussions and neurological damage is going to get bigger.
  • Aussie Linkorama

    Thursday, February 2nd, 2012

    A linkorama as I board a plane:

  • This report on how Apple products are made seems to answer its own question. The reason iphones are not made in this country is that Americans have better options than working 12 hour days and living in company-owned dormitories.
  • Fortunately, the faction of the GOP questioning whether gays should adopt is small. Unfortunately, they are engaged in extremely bad policy. Every piece of research available shows that gays make fine parents. They don’t even turn their kids gay.
  • Mind. Blown.
  • I’m unsurprised by the latest CBO study that shows that federal employees are better paid than private peers (especially when you factor in benefits) and that that advantage tapers with education level.
  • New research casts some light on the Little Ice Age. As I’ve said, massive climate changes happen for a reason.
  • Nucleation

    Sunday, September 18th, 2011

    This, again, illustrates why the ant-AGW faction drives me around the bend. It has everything: a paper is published, the Echosphere picks it up and wildly misrepresents it to claim that global warming has now been disproven. And none — none — will ever correct the record. In fact, this will be dragged out as a bullet point for every “global warming is a myth” post in the future.

    You’re Not Helping

    Friday, April 29th, 2011

    Look, you assholes. Before you gloat about the deaths of 300 people and blame it on global warming, maybe you should show some research proving tornado activity is connected with global warming. Because there is no established connection. And this statement:

    the null hypothesis should be that all weather events are affected by global warming rather than the inane statements along the lines of ‘of course we cannot attribute any particular weather event to global warming

    is pathologically stupid. That’s the exact opposite of the null hypothesis. And this is exactly what global warming skeptics accuse you guys of — blaming any extreme weather, no matter what it is, on AGW.