How are Hansen's Global Warming predictions panning out?

Discussion in 'Environmental Discussion' started by TimBikes, Jul 3, 2008.

  1. FL_Prius_Driver

    FL_Prius_Driver Senior Member

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    Thanks for the response. Unfortuately while there is lot of info on the Hansen predictions, I have little info on the OP's chart methodology of coming up with tempertures. Regardless, I do not want to turn this into a chase for details since the prime purpose was to measure the temperature of the PC enviornmental forum. In that case, it's lower than years past.
     
  2. amped

    amped Senior Member

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    Toyota alone among the Big 3 embraced and supported the newly mandated CAFE standards. Care to change your tune?
     
  3. tripp

    tripp Which it's a 'ybrid, ain't it?

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    I think she's referring to the American "Big 3", not the actual Big 3.
     
  4. TimBikes

    TimBikes New Member

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    Does he also want to sue anybody who has ever driven a car? That seems only fair.
     
  5. TimBikes

    TimBikes New Member

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    I agree it is non-sense to look at individual years, which is why I presented the entire graph, not the beginning and endpoint values. But as anyone can eyeball it, there is trouble in global warming paradise. And if you don't like the graph, you can go to the dataset and run the regressions yourself. If you do, you will see some interesting things.

    First, I ran the global average value regression and it shows a slope of 0.14 C / decade from 10/79 - 6/08. This is substantially below Hansen's projections and since it covers the entire 30 year satellite record, is hardly "weather" and is not cherry picking the data since it is the whole record.

    Second, when you plot the trendline you notice a very interesting step function in 1998, which just so happens to be a strong El Nino year. If you break the data set to pre/post 1998, you find the trend for pre-1998 to be 0.024 C per decade, 1/10th what you suggest is Hansen's value. For 1998 onward the trend is 0.06 C per decade, about 1/4 of the Hansen value.

    So either way, he is far from the mark. And unless one can explain how CO2 caused a step function in a single year that drove a sudden rise in global temperatures, I'm betting on mother nature (and El Nino) and against Hansen. But even if you ignore the step function, Hansen comes up something like 80% above reality.
     

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  6. chogan2

    chogan2 Senior Member

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    Timbikes, if you think you can test this better than the pros, you need to start by looking at the right data. As I understand it, Hansen's prediction was 0.24 degrees centigrade per decade for the earth's average surface temperature. So you need to look at average surface temperature data. We all know that not all parts of the atmosphere and not all parts of the surface are expected to warm at the same rate. So, you need global surface temperature data, not some other data, such as the data your link pointed to, which was somebody's posting of data labeled as lower troposphere temperatures. And you need to look at the period Hansen was discussing, which was 1984 forward, not whatever number of decades happen to show up in the dataset, as you have done.

    So, whatever that data set is, it's not labeled as surface temperatures, and it doesn't match the NASA data on surface temperatures, which can be downloaded here.

    Data @ NASA GISS: GISS Surface Temperature Analysis (GISTEMP)

    I think that people who model climate for a living are smart enough to understand and account for things like El Nino events, or the current La Nina event. I don't have enough ego to think that a few minutes of my time doing some half-baked (ie, univariate) analysis will somehow provide a more definitive answer than theirs.

    Having said that, I downloaded the GISS mean global (land+water) surface temperature data and ran my own regression. Annual observations, linear OLS regression predicting surface temperature anomaly as a function of year. From 1984 (the start year for Hansen's original model (per the realclimate article I posted earlier) to the present (2007, because there is no annual 2008 number yet), I get a trend of 0.21 degrees centigrade per decade, with a standard deviation of 0.027 degrees centigrade. Hansen's 20 year old prediction is well within two standard deviations of the mean.

    (In case you wonder why I used annual data, I have to do that to get any reasonable estimate of the standard deviation in this simple analysis, as the monthly data are strongly serially correlated. The monthly data should give me roughly the same mean but (with OLS) would substantially overstate the true precision.)

    (Further, the exact start point does not much matter, plus or minus a few years. If I were to start in 1988 instead of 1984 (as Hansen's model did, per the realclimate discussion noted above), the estimated slope would drop from 0.21 to 0.20 degrees centigrade per decade, which I would characterize as a negligible difference.)

    For what it's worth -- and it isn't much -- I have attached the plot. Black line is the actual annual global (land and water) surface temperature anomaly (ie difference from baseline period), pink line is the linear regression fit, blue line is Hansen's predicted rate of change. (I've centered both of those straight lines on the midpoint of the data -- so I'm only testing the slopes of the straight lines, not their intercepts as well. I have to do that because the regression line will automatically be centered on the midpoint of the data unless I want to take the time to monkey around with it, which I do not.)

    So, a) you can't reject Hansen's 20-year-old prediction for average global surface temperature increase based on this half-baked (ie, univariate regression) analysis, at least not if you actually look at surface temperature data and look at the period Hansen was discussing, b) by eye, the prediction looks pretty good to me, but I'm an economist so my standards are pretty low in terms of predictive accuracy, and c) the world has moved on, and there is little reason to care whether a 20-year-old prediction using methods that are crude by modern standards has or has not stood the test of time. That said, I think Hansen's work has stood the test of time so far. Again, for what that's worth. You'd be far better off reading what the actual climatologists say about it, for example, on realclimate.org.
     

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  7. Alric

    Alric New Member

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    Even looking at data since only 1979 is cherry picking. But why break it into segments like you did? Your first graph with the most data points is the most valuable.

    [​IMG]

    Even if he is off like you say temperature is still going up. Good enough for me.
     
  8. PriusSport

    PriusSport senior member

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    The country has been governed the past 8 years by a reactionary. Not a conservative. And before that, Clinton was hamstringed by a reactionary congress. The Republicans have gone beyond conservative in their move to the right. They have eroded the tax base, and continued uncontrolled spending with borrowed dollars. And ignored the scientific warnings about environmental abuse.

    If the Democrats take over in the fall--and they must--lots will change, because things have to change if we are to survive. It has really become that apocalyptic. It is a question of the rational Center taking over American politics again.
     
  9. TimBikes

    TimBikes New Member

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    Huh? Are you sure you posted in the right thread?
     
  10. chogan2

    chogan2 Senior Member

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    Just this week, realclimate.org posted a nice analysis of the recent surface temperature trend after filtering out the ENSO (El Nino) variation.

    RealClimate

    So you don't have to eyeball the data and toss out selected years, you can see what climate scientists actually make of it in detailed modeling.

    Their conclusion:

    "The basic picture over the long term doesn't change. The trends over the last 30 years remain though the interannual variability is slightly reduced (as you'd expect)."
     
  11. Alric

    Alric New Member

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    Just to show the pretty graph:

    [​IMG]
     
  12. TimBikes

    TimBikes New Member

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    Alric - interesting you didn't show the chart below, also from RealClimate, that is much less dramatic looking. You'll notice that in 1988 the anomaly is about +0.25C and by 2007 it is about +0.45 C. That's +0.1C per decade. Again, well below Hansen and just 1.0 C / century. Hardly catastrophic, even if it were all attributable to CO2 (not likely).

    You'll also notice that temperature hasn't budged since the beginning of this decade, despite continued copious increases in CO2 emissions and the atmospheric concentration of CO2.

    Lastly, one data observation I should mention - this is the best data that tells the global warming narrative - and at that, it is pretty weak as noted above. The problems with the surface temperature record are well documented -- which is why I trust the satellite data more -- data which tells and even less compelling story.
     

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  13. Alric

    Alric New Member

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    Because the graph below only includes the past 20 years as opposed to the last 55 years. Regardless, they both show clear warming trends.

    Catastrophic is relative, isn't it..
     
  14. TimBikes

    TimBikes New Member

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    OK. I made my point, you made yours. You can have the last word. Signing off for now.

    Cheers.
     
  15. chogan2

    chogan2 Senior Member

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    'nuff said.
     
  16. TimBikes

    TimBikes New Member

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    OK - if you prefer, without looking at an individual year....

    Around the mid 80s to early 90s it hovers around +0.25. Around early 2000s to today, it hovers around +0.45C. That's 0.2C, as I said.

    'nuff said. ;)
     
  17. chogan2

    chogan2 Senior Member

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    OK, well, let's go ahead and pick two non-consecutive time periods, and let's not require that they be a decade long. But let's actually add the numbers and do the arithmetic properly. Here are the numbers, based on the GISTEMP data as published by NASA (that I cited above, normed to an earlier period, so they are uniformly about 0.08C above the dotted blue line in the graph):

    "2000s to today": 2000-2007 (last annual observation)
    Average temperature anomaly: 0.516C
    Midpoint of period: 2003.5

    "mid 80s to early 90s": 1985-1992 (same length as interval above):
    Average temperature anomaly: 0.226
    Midpoint of period: 1988.5

    Difference in temperature: .29C
    Difference in time: 15 years
    Average increase: .193C per decade

    That's your choice of time periods. The only difference is that I actually added up the numbers and I did the arithmetic properly. Sensitivity check: if you did this for the last two decades available (2007 working backward), you'd get .223C per decade. Not significantly different from the .193 above, based on those selected time intervals.

    As I stated earlier, that's not statistically significantly different from Hansen's projection.

    I sense that maybe the basic arithmetic is not clear. Going from the decade average centered on 1990 (say), to the decade average centered on 2000, that reflects one decade of change. Not two.

    So, if you just take the last two decade averages, it's .223C/decade. If instead, we take those two non-adjacent 8-year intervals, we end up with .193C/decade. That's random noise, as far as I can tell.
     
  18. TimBikes

    TimBikes New Member

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    Well Chogan, since this decade is not nearly complete, it would be a bit difficult to center an average around 2007 or 2008, now wouldn't it? I merely mentioned the preceding years because I couldn't mention the following years since they haven't happened yet.

    But you can see that the temperature has held pretty steady this decade and even declined a bit. So if current trends hold, an average centering on 2008 will likely yield a value of 0.45 C (or below). So again, you've got a 20 year span with a 0.2C or less temp. increase.

    So let's call it a day and come back in 2013 so we can center on 2008, OK? ;)
     
  19. HomeandRanch

    HomeandRanch New Member

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    Big Oil does not control the military, so lets put the blame on who it belongs. Democrats and Republicans. If we are going to blame corporations too then lets blame not only Oil, but the entire military industrial complex, and the banks who help us borrow to pay for it.

    You guys want to end our addiction to oil and stop these stupid wars? Then we need to get rid of our fiat money system. it always money creation out of thin air and lets us run these massive trade imbalances and fund our wars. Without the ability to run massive trade imbalances do you think we would still be importing 70% of our oil?