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ice cores and the temperture record

Discussion in 'Environmental Discussion' started by austingreen, Jun 18, 2011.

  1. austingreen

    austingreen Senior Member

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    I would like to move the ice core discussion here, from the phil jones discussion. I hope this will separate some of the politics from the science although I have my doubts.

    Mojo brought up that the gisp2 Greenland ice cores have showed warmer temperatures most of the last 5000 years.

    2010 – where does it fit in the warmest year list? | Watts Up With That?

    I have a couple of issues here.

    1) This temperature reconstruction seems different than the temperature reconstructions.

    I would like to know the validity of this and the standard approach. I can not tell from the text what approach is really taken for the temperature reconstruction. I would also like to know what the margin for error is - sigma - on these temperatures.

    2) This is only the temperature record for Greenland. I am unsure how good our modeling of global temperatures is from a single point, but I am sure it is quite poor. I have seen reconstructions from antartica and greenland and these modeled together, which should get us a better choice, but we do know there is a great variability on the earth. Has anyone done an ice core only reconstruction using the these cores and the other sites on other continents? I would like to limit our peering to 30 year moving averages as nasa seems to do, as I find single year arguments in the face of all the uncertainty rather bizarre and misleading.

    From the standard greenland reconstruction we are cooler now than during the little ice age. When we combine it with other proxies, it is quite likely that we are warmer. I'm not sure that this matters. Most agree that it is likely from Greenland and antarctic ice cores we have been warmer, and this was before the last ice age, about 120,000 years ago. Feedback mechanisms are likely different not than then though, but I'm optimistic that if we are at a tipping point for heating, there likely is another point for cooling. Either way we should mitigate the changes, but I would like this not to be a political argument.
     
  2. chogan2

    chogan2 Senior Member

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    As far as I can tell, the article has a high baloney factor.

    Opening sentence:

    "1934 has long been considered the warmest year of the past century."

    Forgot to qualify that with "for the US". It's never been considered the warmest for the globe. But the guys at WattsUp always manage to commingle the two. They have a real thing about 1934 and the US government covering up how hot it was.

    "However, December 2010 has been one of the coldest Decembers in a century in many parts of the world, so 2010 probably won’t be warmer than 1998."

    Is this for the globe? If so, it's wrong. The second-warmest was 2005, the warmest was 2010, per the GISS timeseries he's just gotten done sneering at.

    The discussion of temperature trends (first chart) looks at C02 in isolation, which is clearly not smart.

    Whoever this guy is, he certainly has an axe to grind.

    Per Wikipedia, he's a retired geology professor who is predicting global cooling.

    Then between the first and second graph, he makes the transition from global temperature to the temperature at the spot where a (?) Greenland ice core was extracted. Then compares the rates of change of the two. That's not legitimate.

    Then he's got Greenland temperature data, and uses that to say that ... the earth ... has been much warmer than present for much of the last 10,000 years. Again, not legitimate.

    It is well know that the high latitudes were warmer roughly 10,000 years ago, in the summer, than they are today. Part of the Milankovitch cycle. Termed the Holocene Thermal Maximum. Maybe that's what's driving his 10,000 year interpretation. I couldn't say. But that's wasn't an indicator of global temperature -- the sunlight that fell on the high latitudes didn't fall elsewhere.

    Yeah, here's a graph from ... R.B. Alley, linking Greenland ice sheet melting to July insolation:

    http://www.gisp2.sr.unh.edu/DATA/alley1.html

    And Greenland shows variable due to ocean currents. So taking Greenland as your sole proxy for world temperature is not sensible. Let me put it this way. All the people who find the various hockey stick recontructions (hemisphere-wide or world-wide reconstruction based on a wide variety of sources) lacking certainly should not accept this one source/one location timeseries as a reliable proxy for global temperature.

    At the minimum, I'd want to see what some responsible individual has to say. In particular, he attributes some of the data to R.B Alley. If you've ever seen one of Alley's lectures on this subject, you know that he thinks the earth is warming and that it's a serious problem. So, somehow, he's quoting Alley's data in a way that, as an indication of the Earth's temperature, I'm pretty sure Alley does not agree with.

    So, at some point:

    The US temperature is not world temperature. The Greenland ice core, in isolation, is not global temperature. Higher summertime temperatures in Greenland 10,000 years ago have been attributed to increased insolation. Temperatures in Greenland have been observed to fluctuate in the past.

    Given all that, I don't think there's a lot of useful content there. Near as I can tell, this was just a pre-emptive strike when they realized 2010 was going to register as or near the warmest year in the instrumental record. It was pre-sneering at it, before the results were announced. Hah, only 9999th in the last 10,000 years, or some such.

    The IPCC treatment of the paleoclimatology of Greenland is pretty comprehensive. If this is the topic, that's the place to start.
     
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  3. tochatihu

    tochatihu Senior Member

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    There are oxygen-isotope recostructions also from Antarctica, and from continental glaciers. I am not in the ideal situation (time wise) to search for a review article about that, so if somebody else does it I'll be happy to look on.

    The Easterbrook guest post at WUWT certainly did have a few screamers, or at least some people would regard them as such. But the centerpiece was the graph mis-atributed to Alley. As I said, I read that Alley paper (among others) and it's not there. I posted a free link so others could see the Alley paper for themselves.

    I don't think we can do much more with Easterbrook until we find out where it really came from. As I suggested in the t'other thread, I think we can find out from one of his new grad students.

    If we do focus on the latest 10 k years, the Younger Dryas is surely the elephant i nthe room. It was a fascinating rapid climate excursion and has been extensively studies. The impact driver hypothesis has been losing support lately from what I've read (no shocked quartz grains recovered despite lots of searching) A glacial lake outburst flood (GLOF) from N. Amer. into the N. Atlantic, temporarily squelching the Atlantic salt conveyor, is currently the flavor of the month (to somwhat minimize the seriousness of scientific discussins of cause and effect).

    A GLOF would be an event of Biblical proportions! Happy to have missed it. But the scablands in Washington State are a good place to go today and see the scale of 'revisions' that a GLOF can cause.
     
  4. mojo

    mojo Senior Member

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    Greenland and Antarctica correspond.
    So thats 2 areas from different sides of the Earth.
    There are also recent temperature proxy studies from sediment which correspond with the latter few thousand years of the ice cores done closer to the Equator.Ill try to find them.
    The only thing that doesnt correspond with ANYTHING is the hockey stick.Because its SciFi.
     

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  5. austingreen

    austingreen Senior Member

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    Thanks for helping me move this discussion. I am short on knowledge but interested in how much we know from the cores. There are many things wrong with the article, but would like to focus on the science of ice core reconstruction of temperature.

    Since one source of CO2 information is the ice cores, IMHO temperature versus CO2 is pertinent to our discussion. The chart clearly shows that climate variability has a large effect to global temperatures. There are a couple of things done on this chart to exaggerate the effects of variability. The years are picked for visual impact and the sections are colored hot(red) and cold(blue). The temperatures are smoothed which is a good thing, but to show climate change the smoothing should be over more years. These same tricks are done on real climate, and we should be vigilante to look at the data and not the presentation. Since climate variability seems a major part of the temperature rise, and many of the variability factors affect different parts of the globe differently, this should give us pause from picking a single place to reconstruct climate unless we understand how this climate variability affects its temperature record.

    I would like to focus on the science and not the scientist. I had thought about balancing this piece with one from real climate, the political blog with opposite politics, but thought two sets of distortion makes it even harder to look at the science. I also would not have picked this piece, but it was the one whose chart was up for discussion on the other thread.

    He also shifted time to go out farther. But the graph is also pertinent to our discussion. During these 500 years we have the little ice age to modern warming, during this time in Greenland there is a great deal of climate variability. If we can understand what is causing this variability maybe we can build a good model to global temperatures. The chart is labeled change in oxygen isotope 18, I assume its really the change in ratio between oxygen isotopes with atomic weights 18 and 16, and we need a little more than just this for a temperature reconstruction. Thoughts?

    OK there is a good claim to start with. Which proxies show that these tempertures were cooler in the low lattitudes? What are the margine for error. Do they trump the greenland record?
     
  6. chogan2

    chogan2 Senior Member

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    Sorry, but I'm just not following this. The original article was clearly incompetent for the reasons I stated. You can't compare US temperature to global temperature to temperature at single location to make your case. No amount of lawyerly wordsmithing changes that.

    Do you all think that, somehow, the notion that there were warm temps 10,000 years ago is, like, unknown? Despite the term "holocene thermal maximum"? Or that hockey-stick-type multi-proxy reconstructions somehow fail to show it, but that the ice cores are the true data, or something? Look up some pictures, at least. e.g.,


    [​IMG]

    It's just pretty well established that it's wrong to use the poles, in isolation, as a proxy for global temperature, as outlined here:

    6.5.1.3 Was Any Part of the Current Interglacial Period Warmer than the Late 20th Century? - AR4 WGI Chapter 6: Palaeoclimate

    Do you think that scientists don't run their models to see how well they match what is known about past climate? Read just the first sentence or two from these:

    6.4.1.3 How Realistic Are Results from Climate Model Simulations of the Last Glacial Maximum? - AR4 WGI Chapter 6: Palaeoclimate

    IPCC Third Assessment Report - Climate Change 2001 - Complete online versions | UNEP/GRID-Arendal - Publications - Other

    As to this phrase " Do they trump the greenland record?", I don't understand that. It seems to imply that somehow the earth must warm or cool in some fairly spatially uniform fashion. So that warming poles are at odds with cooling equator. That's just not so. Consider that, at present, the area of greatest warming is the North Pole, the area of least warming is the South Pole, and that's exactly in line with the predictions of the (ensemble) of GCMs used by the IPCC. So the notion that if two spots on the earth show different temperature trends, one must trump the other, is fundamentally not correct. To return to the example, current rapid warming at the North Pole and current lack of significant warming at the South Pole both validate the skill of the (ensemble of) GCMs at modeling the climate.
     
  7. cyclopathic

    cyclopathic Senior Member

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    agree; however are we talking about CO2 in ice cores or atmosphere?

    (rest is re-post from phil jones discussion)

    Just b/c the CO2 in ice cores is climbing it does not mean that GHG in atmosphere is climbing as well. There could be other explanations to why CO2 levels in ice cores are increasing, such as:
    1) atmospheric methane oxygenation
    2) increased CO2 solubility and
    3) CO2 freezing.

    While methane half life in atmosphere is short, the long time CO2 climbing will be consistent with methane belch and permafrost methane release.

    Second, look at CO2 solubility in water:
    [​IMG]

    lowering temperatures will produce higher CO2 content in ice cores while the atmospheric CO2 stays constant.

    Also CO2 freezes at temperatures which has been observed. The CO2 freeze point at atmospheric pressure is -78C, and the lowest temp recorded are -82.8C in Antarctica and -66.1C in Greenland. Certainly not a big stretch to assume it has been dropping another 12C in Greenland during Ice Age.

    There could be other factors at play, for example air trapped in snow will compress, so CO2 could become solid at higher temps, etc
     
  8. austingreen

    austingreen Senior Member

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    As I said there are many things wrong with the analysis in the article/editorial. I would like to focus on ice cores. The post included a graph that mojo was concerned about, I was confused about, and doug was going to follow up on, since we don't know the real source.

    My case is to understand the science, but that seems to have angered you a great deal. If there is a misunderstanding of this I hope I have cleared it up.

    There is a lot here. First, yes the facts are in dispute, as clearly is shown in your graph. Some of the lines model colder than today, some warmer. My quesions are how do we get to that answer? How much do ice cores tell us? Which proxies disagree?

    Since you have put your foot in your mouth on "Hockey Stick" let me help to pull it out. No currently accepted peer reviewed multiproxy looks like a hockey stick with the mideaval warming period missing. Let's ignore the statistics and look at the proxy. When we look at tree rings they have correlation not only with temperature, but also with percipitation and carbon dioxide concentration. These are known problems with a tree ring only construction. I do not know the problems with a ice core only construction other than spatial sampling. Do the oxygen isotopes also vary with something other than temperture?

    [​IMG]

    Well that was my conjecture, that there is a problem with using only a point or a few points. But that piece seemed to indicate vegitation also was needed for better modeling, which makes it more difficult. I don't think we do know for a fact a great deal about the global climates from a long time ago, to pinpoint within a tenth of a degree what the teperature was. So ofcourse they simulate, and given enough degrees of freedom you can simulate anything, but back to the question. How good are the proxies from four thousand years ago? What about 10kya?

    If we can build a model telling our future temperature, from only one piece of data, co2 concentration, then we ought to be able to rebuild our temperature past with only 2 pieces of information co2 concentration and temperatures at the Antarctic and Greenland. I just don't think out models are there, or that we can tell future temperatures without modeling more than gas concentrations.
     
  9. austingreen

    austingreen Senior Member

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    I'll cut you off before the graph. Since we seem to have a fairly good record in these cores about temperture, are the gas concentration corrected mathematically for things we think might have happened. I don't know, but that would be important to a good model. Corrected increased CO2 in the cores can only mean its amount, although we don't know whether the source is break down of methane, or animals breathing, or some other process. The isotopes of carbon can help us figure out the source.
     
  10. chogan2

    chogan2 Senior Member

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    "Since you have put your foot in your mouth on "Hockey Stick" let me help to pull it out. No current multiproxy looks like a hockey stick with the mideaval warming period missing. When we look at tree rings they have correlation not only with temperature, but also with percipitation and carbon dioxide concentration. These are known problems with a tree ring only construction. I do not know the problems with a ice core only construction other than spatial sampling. Do the oxygen isotopes also vary with something other than temperture?"

    First, here you seem to equate "hockey stick" with "tree ring only". That's wrong. This exposition is as good as any:

    Can you make a hockey stick without tree rings?

    Note to reference to the papers that combine ice cores with other proxy indicators.

    There is a great advantage to tree rings, in that, as I understand it, you can get hold of the higher-frequency components of temperature change that way. But the numerous "hockey stick" reconstructions are not based solely on tree rings, and as noted in that article, you can get the same shape without reference to tree rings at all (e.g., entirely from spelotherms, entirely from boreholes.)

    So this whole notion of "hockey stick VERSUS ice core VERSUS other proxies" just has me baffled. If you want to see how they are optimally combined, follow up on the reference above where the reconstruction is based on a combination of ice cores and other proxies.

    Second, in the graph I posted, the small inset, with current temps well above the median estimate of the medieval warm period -- that's "the hockey stick". I don't understand your perseveration about whether the handle of the stick was absolutely straight or not. That's not the point. The point is primarily that the blade is steep, and secondarily that the tip of the blade exceeds the best estimate of average medieval warm period temperatures (weak version) or temps for the last 1400 years or so (stronger version).

    Is there uncertainty in all of that? Sure. That's still the best existing estimate. If you want to pillory Mann for getting it almost right in his initial reconstruction, fine. Forgive me if I don't grasp why that's not just normal science, but is somehow such an issue.

    As far as I know, isotope deposition in ice is not as straightforward as one might think. In particular, I know that the estimated relationship is empirically derived -- it's not based on some pure physics calculation. It's not a gold standard that trumps other sources of information, even given the geographically limited extent of sites from which you can get ice cores.

    Just ping Wikipedia, for starters, and see the extent to which the calibration between isotope mix and estimated temperature varies across sites and has been questioned:

    Proxy (climate) - Wikipedia, the free encyclopedia

    "... empirically calibrated from measurements of temperature and δ as a = 0.67 ‰/oC for [ame="http://en.wikipedia.org/wiki/Greenland"]Greenland[/ame] and 0.76 ‰/oC for East [ame="http://en.wikipedia.org/wiki/Antarctica"]Antarctica[/ame]. ... More recently, borehole thermometry has shown that for glacial-interglacial variations, a = 0.33 ‰/oC (Cuffey et al., 1995) ..."

    This is not something I've spent a lot of time on, and Wikipedia is hardly the source of record, but it's clear that the notion that isotope mix is some sort of universal and simple way to estimate temperature accurately (a gold standard) is not, in the main, correct. It is one of many proxies. When it gets incorporated into multi-proxy reconstructions (hockey sticks), I believe it does so in proportion to its correlation with recent temperature change.

    EDIT: OK, here's the question that will get to the root of my confusion here. Austingreen, true or false: Mann's "hockey stick" (1998 or 1999, say) was based, in part, on ice core records (both polar and high-altitude temperate). True or false: Mann's later reconstructions used a wider variety of proxies, including ice cores.

    My impression, as an outsider, is that when Mann was constructing his earliest series, there wasn't much available other than ice cores and tree rings. So he used what he had available. But, in some part thanks to Mann's analysis, there's a much richer set of proxies now than there was at that time. Unsurprisingly, you now get a more nuanced view of historical temperature changes. I think the most comprehensive inventory is here, but I doubt that any one place has them all:

    http://www.ncdc.noaa.gov/paleo/data.html

    Anyway, the notion that hockey stick = tree rings never was literally true, and now is completely obsolete. Maybe that's the root of why I'm having such a hard time grasping this. Pretty much ever since temperature reconstructions have been done, they've included ice cores. I assumed that was common knowledge. So the notion of dropping everything but the ice cores -- given how the proxies are constructed, as I understand it, that could only reduce the accuracy of the reconstructions.
     
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  11. austingreen

    austingreen Senior Member

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    Well actually, I do object to this diversion in classification. I refer to the hockey stick as the mbh99 paper's temperature reconstruction. It disagreed with previous proxies, I am not having a problem with multi proxy, only a wish to understand them. Yes you can get a hockey stick shape from any random data as long as you process it correctly, or incorrectly as the case maybe. We smooth the handle statistically, center well, then use real measurements when the proxy disagrees. My criticism is not of multiproxy, but multiproxy used badly, and that is what the hockey stick is to me. Look at mann in his 2009 paper and the data looks nothing like a hockey stick with a flat handle.

    That is a question. What is the optimally combined model and I am quite interested in that.
    If you get most of the reconstruction wrong, I don't see how that makes it right. Please take a look at other reconstructions and you will see that inset has changed. If we learn that some of the proxies and statistics are wrong and we modify our model it is science. If however we find they are wrong and we keep clinging to the fact that they are right, it is closer to religion. We do know that in the 2007 report the ipcc added back some of the real uncertainty about temperatures and our inability to know individual years from those proxies. In 2009 mann, zhang, et al published a new paper with charts showing much more of the MWP and LIA that seem more accurate than their old work. Perhaps the peer review of von storch, and criticism from M&M, etc finally set in.

    http://www.meteo.psu.edu/~mann/shared/articles/MannetalScience09.pdf
    Others have larger swings for LIA and MWP, but at least this is in better agreement than other models.
    Let's give credit where credit is do and include bradley and hughes in the paper, and yes I actually read it. The problem is they did not use proxies well, and the graph has been shown and defended with much more confidence than anyone writing it had in those proxies. I prefer to look at the current models, not those written in the 1990s that do not pass muster. I don't really want to fight about a model that does not work. I would rather try to understand what does work.

    I feel like arguing about the hockey stick being right is like arguing about the infallibility of the pope or the existence of the tooth fairy. I moved the thread here to get it away from the politics of climate gate, and I do not understand why you want to drag it back over there. I do want to find out about our certainty or uncertainty about the record of temperatures and gas concentration from ice cores. Obviously I will look outside of this forum
     
  12. chogan2

    chogan2 Senior Member

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    Mann 2009 cited just above, cut off at the year 1000 to match MBH 1999.

    MBH 1999.
     

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  13. austingreen

    austingreen Senior Member

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    I'm not quite sure what are you trying to do. The text in the reports is more important than the graphs. Ignore it, and it may lead to some bad asumptions.

    Why are you cutting off the scale? My criticism of the hockey stick is it is a false simplification that stops you from understanding key features like the mideaval warming period and little ice age. In mann 2009 this is clearly labeled and called out, instead of a misleading reference trend line and squished data that pretends to be of finer granularity than it is.

    Cutting off the scale may give you a hockey stick flat shape, but it kills understanding and breeds questions that don't advance science. The data newer than 1850 is substituted to the instrument record, so you need to cut off this data to see the difference in the proxy series. Saying the discontinuity is the same really is inherently obvious unless you realize its not proxy reconstruction same data. Then if you want you need to superimpose the series. This seems like you are preferring to stop at 2000 science and not try to resolve any of the errors or questions.
     
  14. cyclopathic

    cyclopathic Senior Member

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    Oh the Heinrich events! yes..

    there was another similar event of [actual] Biblical proportions in the same time frame 5.6K ago, the Black Sea deluge. Don't think anyone studied the climatic impact of 10mi3 a day draining from Mediterranean to Black Sea for a year or so. It had to have an impact on North Atlantic/Mediterranean inflow.
     
  15. mojo

    mojo Senior Member

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    First CAGW theory used ice core data to prove its case.
    But at finer resolution Ice core data destroys AGW theory ,because temp precedes CO2 level rise.
    AGW cheerleaders couldnt find fault with the data.Otherwise every AGW website would say its not reliable.
    Instead Richard C Alley invents a Sci Fi Fairytail called "forcing".
    Im prompted to post this as Im reading a webpage of propaganda about Tim Ball.http://www.sourcewatch.org/index.php?title=Tim_BallOne of his faults is he claims that
    "Ice-core records show that temperature rises before CO2 rises, not because of it."
     
  16. cyclopathic

    cyclopathic Senior Member

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    you might have missed these ones (we know that such champion of truth as you will not avoid them for mere "inconvenience"):
     
  17. austingreen

    austingreen Senior Member

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    cyclopathic gave a good fairly broad explanation. Let's remember models are complicated. As it heats up the oceans will give up some of their co2, its simple physics. Other natural processes will kick in and add or sequester (take up) co2. Some of the sequestration is done in a way that it is locked up for a long time for example in oil or coal. The net natural during many years is a release of co2 with a temperature increase, and a net decrease with temperature decrease. The lag time appears to be 600-1200 years. This is exactly what you see in most of the co2/temperature record.

    Which is what we would expect from the above explanation? Now CO2 is also a greenhouse gas. The atmosphere warms proportionally to the log of its concentration. You commented this on another thread so you must believe it. There is disagreement with the coefficients out there is feedback, but most models have a rise of 1-6 degrees C for every doubling of CO2 concentration. So CO2 provides positive feedback to temperature changes making the world hotter as it heats, and cooler as it cools. It does not provide run away feedback.


    The assumed appproxime man made contribution which we can get by looking at isotopes is 110 ppm, up from 280 base line without the burning of fossil fuels and other man made sources. Further we have found that at this time, 50% of the CO2 above equilibrium gets sequestered. This amount is part of the contribution of man to the global temperatures.

    Now there are natural events that can produce CO2 and methane in a quantity much greater than these normal processes. There have been natural events like large belches of methane. In the case of methane, it will warm as a ghg, then get broken down into co2. This will cause a much more rapid increase in temperature then a shorter time lag in co2 going up. A large release of co2 will will also heat with its green house gas, and this will lead temperature for a while.
     
  18. cyclopathic

    cyclopathic Senior Member

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    this is how the statistically based modeling is done: you collect you data points and build a polynomial function based on data points. Works great, as long as it is being used within range, but not so much outside of it. If we knew what the climate will be in 2100 we would have a very accurate presentation for the 2010-2100 range, but since we don't we get an exponential growth aka hockey stick.

    We had similar discussion with FHA planners trying to build an interstate through our neighborhood. They had taken a 5% population increase (which was true for last 5-8 years) and tried extrapolate it 40 years in future. Noone even bothered to look that there is not enough land to support Manhattan density population in our area.

    I have serious suspicion of any model which does not rely on physical process modeling only on statistic; the only time statistical models work when you know the range, either from-to or low-high and it is more or less closed and stable system.
     
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  19. mojo

    mojo Senior Member

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    "...we made ourselves an extremely poor experiment.We started to observe meteorology at the coldest spot in the last 10,000 years."
    You have to click the title to watch the video.You will learn how they deduce temperature from ice core.Hopefully more.
    [ame="http://vimeo.com/14366077"]We live in cold times on Vimeo[/ame]
     
  20. austingreen

    austingreen Senior Member

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    He is showing and describing the bore hole reconstruction. These are direct temperature readings, but as we go further back in time the temperatures are averaged through diffusion. So we need proxies to really look at detail further back. The recent bore hole temperature is used to calibrate the proxies of isotopes.

    Ice Cores

    He is also talking about the coldest time in Greenland, it is different globally. Here are the cores from Greenland and Antarctica.

    http://www.climatedata.info/Proxy/P...idebar-w07-temperature---vostok-and-gisp2.gif

    Back to Steffensen
    What caused the end of the ice age? – Niels Bohr Institute - University of Copenhagen

    Then a little editorial on key discoveries in steffensen's research
    Op-Ed Columnist - The Iceman Cometh - Op-Ed - NYTimes.com

    Note Freedman is a believer as you can see by his term denier. The research these dramatic temperature swings have been occured in the past, so if you believe this science the theory that the earth has never warmed this quickly needs to be thrown out. But the reasearch also shows that natural and man made CO2 do intesify warming and cooling events, and the ice sheets do show tipping points. Steffensen editorializes a little differently than his wife. From the previous link.
     
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