{"id":504,"date":"2007-12-18T09:44:01","date_gmt":"2007-12-18T14:44:01","guid":{"rendered":"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/12\/les-chevaliers-de-l%e2%80%99ordre-de-la-terre-plate-part-ii-courtillots-geomagnetic-excursion\/"},"modified":"2011-12-13T15:14:16","modified_gmt":"2011-12-13T20:14:16","slug":"les-chevaliers-de-lordre-de-la-terre-plate-part-ii-courtillots-geomagnetic-excursion","status":"publish","type":"post","link":"https:\/\/www.realclimate.org\/index.php\/archives\/2007\/12\/les-chevaliers-de-lordre-de-la-terre-plate-part-ii-courtillots-geomagnetic-excursion\/","title":{"rendered":"Les Chevaliers de l\u2019Ordre de la Terre Plate, Part II: Courtillot&#8217;s Geomagnetic Excursion"},"content":{"rendered":"<div class=\"kcite-section\" kcite-section-id=\"504\">\n<p>\t\t<i>This article continues the critique of writings on climate change by All&egrave;gre and Courtillot, started in <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/les-chevaliers-de-lordre-de-la-terre-plate-part-i-allgre-and-courtillot\/langswitch_lang\/in\">Part I<\/a> . If you would like to read either post in French, please click on the flag icon beside the post title above.<\/i><br \/>\n<lang_fr> <i>Cet article poursuit la critique des &eacute;crits sur le climat d&#8217;All&egrave;gre et Courtillot, commenc&eacute;e dans la <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/les-chevaliers-de-lordre-de-la-terre-plate-part-i-allgre-and-courtillot\/langswitch_lang\/fr\">Partie I.<\/a><\/i><\/lang_fr><\/p>\n<h3>Prelude: It&#8217;s the <i>physics<\/i>, <font size=\"-5\">stupid<\/font><\/h3>\n<p>&#8230;which of course is a paraphrase of Bill Clinton&#8217;s famous quote regarding the economy. We put the last word in small letters since we&#8217;ve learned that it is <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/03\/adventures-on-the-east-side\/langswitch_lang\/sw\">not a good debating technique<\/a> to imply (even inadvertently) that those who are having trouble seeing the force of our arguments might be stupid. What we wish to emphasize by this paraphrase is the simple fact that the expectation of a causal link between increasing long-lived greenhouse gases (like CO2) and increasing temperature does not rest on some vague, unexplained correlation between 20th century temperature and 20th century greenhouse gas concentration. <\/p>\n<p>The anticipated increase in temperature was predicted long before it was detectable in the atmosphere, indeed long before it was known that atmospheric CO2 really was increasing; it was first predicted by Arrhenius in 1896 using extremely simple radiation balance ideas, and was reproduced using modern radiation physics by Manabe and co-workers in the 1960&#8217;s. Neither of these predictions rests on general circulation models, which came in during subsequent decades and made more detailed forecasts possible. <\/p>\n<p>Still, the basic prediction of warming is founded on very fundamental physical principles relating to infrared absorption by greenhouse gases, theory of blackbody radiation, and atmospheric moist thermodynamics. All these individual elements have been verified to high accuracy in laboratory experiments and field observations. For a time, there was some remaining uncertainty about whether water vapor feedback would amplify warming in the way hypothesized in the early energy balance models, but a decade or two of additional observational and theoretical work has shown that there is no real reason to doubt the way in which general circulation models calculate the feedback. When modified by inclusion of the cooling effect of anthropogenic aerosols, the theory gives a satisfactory account of the pattern of 20th and 21st century temperature change. <\/p>\n<p>No other theory based on quantified physical principles has been able to do the same. If somebody comes along and has the bright idea that, say, global warming is caused by phlogiston raining down from the Moon, that does not make everything we know about thermodynamics, infrared absorption, energy balance, and temperature suddenly go away. Rather, it is the job of the phlogiston advocate to quantify the effects of phlogiston on energy balance, and incorporate them in a consistent way beside the existing climate forcings. Virtually all of the attempts to poke holes in the anthropogenic greenhouse theory lose sight of this simple and unassailable principle.<\/p>\n<p>In a paper entitled &quot;<a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4MM8BMG-1&#038;_user=10&#038;_coverDate=01%2F30%2F2007&#038;_alid=655125192&#038;_rdoc=3&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=c092108c0146728a18239b946fa1ed17\">Are there connections between the Earth&#8217;s magnetic field and climate?<\/a>&quot; published recently in <i>Earth and Planetary Science Letters<\/i>, Courtillot and co-authors attempt to cast doubt on carbon dioxide as a primary driver of recent (and presumably future) climate change; he argues instead that fluctuations in the Earth&#8217;s magnetic field (partly driven by solar variability) have an important and neglected role. Like most work of this genre, it is carried out in an intellectual void &#8212; as if everything we know currently about physics of climate had to be set aside in order to make way for one new (or in fact not-so-new) idea. But the problems don&#8217;t end there. With the help of a Comment published by Bard and Delaygue (available <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PWKST4-1&#038;_user=5745&#038;_coverDate=10%2F13%2F2007&#038;_alid=655084516&#038;_rdoc=1&#038;_fmt=full&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000001358&#038;_version=1&#038;_urlVersion=0&#038;_userid=5745&#038;md5=162bfb375e15af6d9e6f885d047f8d25\">here at<\/a><a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PWKST4-1&#038;_user=10&#038;_coverDate=10%2F13%2F2007&#038;_alid=655126309&#038;_rdoc=1&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=ac807eb1adbdad237e5379a478729d20\"> <\/a><a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PWKST4-1&#038;_user=5745&#038;_coverDate=10%2F13%2F2007&#038;_alid=655084516&#038;_rdoc=1&#038;_fmt=full&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000001358&#038;_version=1&#038;_urlVersion=0&#038;_userid=5745&#038;md5=162bfb375e15af6d9e6f885d047f8d25\">EPSL<\/a> or <a href=\"\/images\/BardDelaygue.pdf\">here as pdf<\/a>) , we&#8217;ll expose a pattern of suspicious errors and omissions that pervades Courtillot&#8217;s paper. Sloppiness and ignorance is by far the most <i>charitable<\/i> interpretation that can be placed on this pattern.<\/p>\n<p>\t\t<!--more--><\/p>\n<p>Let&#8217;s set the stage by noting that, as a significant competitor to anthropogenic greenhouse forcing of recent climate change, the direct radiative forcing by solar irradiance variations is dead on arrival. The solar output has been monitored by accurate satellite instruments since 1978. Measured peak to trough over the 11 year solar cycle, averaging over the Earth&#8217;s surface and allowing for albedo, the radiative forcing amplitude is under 0.2 W\/m<sup>2<\/sup>. The trend left after averaging over the solar cycle is even smaller. This pales by comparison with over 2 W\/m<sup>2<\/sup> of radiative forcing arising from long-lived greenhouse gases that have accumulated in the atmosphere since 1750; it pales yet more by comparison with the forcing to come in the future if action is not taken to control emissions. There is nothing in climate physics to suggest that the sensitivity of climate to solar irradiance variation differs substantially from the sensitivity to infrared radiative forcing arising from greenhouse gas changes. As far as the climate cares, a Watt is (for the most part) a Watt, regardless of whether it comes from changes in the incoming solar energy or greenhouse-induced changes in the infrared radiation loss.<\/p>\n<p>To get a bigger bang out of solar variability, one needs to invoke something else about the way the Sun affects climate. Something exotic, like magnetic field variations. Since there is no <i>quantified<\/i> physical mechanism linking field variations to climate, Courtillot must fall back on showing us a few supposed correlations between temperature variations and magnetic field variations. To make matters worse, Courtillot can&#8217;t always make up his mind even about whether an increasing field index should warm the climate or cool it, making it unclear just what correlations one is looking for. The lack of a physical model makes it impossible to treat the various forcings on an equal footing and make a reliable attribution of causes. This is particularly fatal when the various forcings are strongly correlated with each other. For example, on time scales of years to centuries, the magnetic field variability, cosmic rays and solar irradiance vary nearly in lock-step, so if there is a correlation with temperature (or cloud cover) one cannot tell whether it means that climate is responding with high sensitivity directly to luminosity changes, or whether something more exotic is going on. Over a period when temperature, greenhouse gas forcing, and some magnetic field index are all going up, a statistical attribution technique which ignores greenhouse gases and considers only the magnetic field index will of course find that the magnetic field &quot;explains.&quot; the signal. If we knew nothing about how CO2 affects climate, this would put the magnetic field on an equal footing with CO2 as a candidate explanation but this is not the case. We know a great deal about how CO2 affects climate and<i> no amount of additional fiddling with cosmic rays or magnetic fields can make this physics go away<\/i>. One can get even more confused by forgetting about the important role of anthropogenic aerosols in the past century, as Courtillot all too often does.<\/p>\n<p>The confidence with which Courtillot casts doubt on the generally accepted role of anthropogenic forcing in climate change of the past century is surprising, in view of the essential limitations of any argument from correlation alone. But it&#8217;s worse than just that: as Bard and Delaygue show, most of the correlations upon which Courtillot <i>et al.<\/i> rest their flimsy case are in fact bogus.<\/p>\n<h3>Solar variability and climate: The Good, the Bad, and the Ugly<\/h3>\n<p>Work on the influence of solar variability (and on its close cousin, the influence of the Earth&#8217;s magnetic field) tends to fall into one of three categories. There is the Good, in which careful scientists do their objective best to unravel a complex and probably small (but nonetheless important) signal. As examples of work in this category, I would mention Judith Lean&#8217;s tireless efforts on relating luminosity to sunspot number, the work of Bard and colleagues on developing isotopic solar proxies like <sup>10<\/sup>Be, Shindell&#8217;s work on response to solar ultraviolet variability, and the work of <a href=\"http:\/\/www.nature.com\/nature\/journal\/v443\/n7108\/abs\/nature05072.html\">Foukal et al<\/a> on factors governing solar irradiance variations. I would also include the recent work by <a href=\"http:\/\/www.agu.org\/pubs\/crossref\/2007...\/2007GL030207.shtml\">Camp and Tung<\/a> diagnosing the amplitude of the solar cycle in temperature in the &quot;Good&quot; category; that it is an easy paper for greenhouse skeptics to misquote takes away nothing from the quality of the science. In fact, I&#8217;d say most work on climate and solar variability falls into the Good category. That&#8217;s rather nice. In fact, scientists have long recognized the importance of solar variability as one of the factors governing climate (see the very scholarly review of the subject by Bard and Frank, available <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4KF1HV2-3&#038;_user=10&#038;_coverDate=08%2F15%2F2006&#038;_alid=655127741&#038;_rdoc=1&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=1&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=cbafe3aae40e0db0944c1d46240b6f73\">here at EPSL<\/a> or <a href=\"http:\/\/geosci.uchicago.edu\/%7ertp1\/BardPapers\/BardPapers.html\/Bard06EPSL.pdf\">here as pdf)<\/a> An understanding of solar variability needs to be (and is) taken into account in attribution of climate change of the past century, and in attempts to estimate climate sensitivity from recent climate variations. Further, the Little Ice Age demands an explanation, and solar variability at present provides the only viable possibility. (It&#8217;s less clear that the Medieval Warm period is a sufficiently coherent phenomenon to require an explanation).<\/p>\n<p>Then, there is the Bad, exemplified by two papers by Scafetta and West that have been discussed on RealClimate <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/in\">here<\/a> and <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/a-phenomenological-sequel\/langswitch_lang\/sw\">here<\/a>. This is just normally bad science, in the sense that there is something wrong in the approach taken by the authors which leads to erroneous conclusions. Perhaps some of this work should never have made it through peer review, but as long as the methods are well documented and honestly described, subsequent investigators will be able to identify the errors and either salvage or discard the results.<\/p>\n<p>And then &#8230; there is the Ugly. These papers cross the line from the merely erroneous into the actively deceptive. Papers in this category commit what <a href=\"http:\/\/www.realclimate.org\/damon%26laut_2004.pdf\">Damon and Laut<\/a> judiciously call a &quot;Pattern of strange errors.&quot;. Papers in this category often use questionable (and often hidden and undocumented) data manipulations to manufacture correlations where none exist. The work by the Danish solar boosters, discussed extensively by Damon and Laut, typifies the Ugly category. We&#8217;ll leave it to the reader to decide, after the discussion to follow, whether Courtillot&#8217;s paper is merely Bad, or has crossed over into the Ugly.<\/p>\n<h3>Spin vs. Scholarship<\/h3>\n<p>The general style of discourse in Courtillot <i>et al.<\/i> has more in common with the kind of one-sided polemic one finds in Lomborg or the <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/index.php?s=Oregon+Institute&#038;submit=Search&#038;qt=&#038;q=&#038;cx=009744842749537478185%3Ahwbuiarvsbo&#038;client=google-coop-np&#038;cof=GALT%3A808080%3BGL%3A1%3BDIV%3A34374A%3BVLC%3AAA8610%3BAH%3Aleft%3BBGC%3AFFFFFF%3BLBGC%3AFFFFFF%3BALC%3A66AA55%3BLC%3A66AA55%3BT%3A000000%3BGFNT%3A66AA55%3BGIMP%3A66AA55%3BFORID%3A11%3B&#038;searchdatabase=site\">Robinson <i>et al.<\/i> fake <i>PNAS<\/i> article<\/a> distributed with the original <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/index.php?s=Oregon+Institute&#038;submit=Search&#038;qt=&#038;q=&#038;cx=009744842749537478185%3Ahwbuiarvsbo&#038;client=google-coop-np&#038;cof=GALT%3A808080%3BGL%3A1%3BDIV%3A34374A%3BVLC%3AAA8610%3BAH%3Aleft%3BBGC%3AFFFFFF%3BLBGC%3AFFFFFF%3BALC%3A66AA55%3BLC%3A66AA55%3BT%3A000000%3BGFNT%3A66AA55%3BGIMP%3A66AA55%3BFORID%3A11%3B&#038;searchdatabase=site\">Global Warming Petition Project<\/a> than it does with scholarship whose intent is to get at the truth. It quotes papers uncritically and selectively if they can be made to appear to support the authors&#8217; thesis (e.g. the uncritical use of the aforementioned single-factor Scafetta and West paper to support a large attribution of twentieth century climate change to solar variability). There is also a lot of general spin here; for example, greenhouse gases are listed last in a laundry-list of things that can affect climate, without any indication as to the relative magnitudes of the various forcings. Other problems include the following:<\/p>\n<ul>\n<li>Courtillot exaggerates the cloud radiative forcing by a factor of four, because he attributes virtually all the Earth&#8217;s albedo to clouds and fails to take into account the cloud greenhouse effect.\n\t\t\t<\/li>\n<li>He says that &quot;Cooling from 1940 to 1970 is often disregarded as being part of the noise&quot; whereas in fact it was intensive study of this period that lead scientists to appreciate the importance of the anthropogenic aerosol effect, at the time of the IPCC Second Assessment Report. Again ignoring the well-documented importance of anthropogenic aerosols, he says later: &quot;Note that the leveling or drop in temperature from 1940 to 1970 matches solar and magnetic series, and not the monotonous accelerated rise in CO2&quot; Not only is this a Crichton-esque obfuscation of a well-understood phenomenon, but as we&#8217;ll see later the supposed &quot;match&quot; is an artifact of questionable data manipulations.\n\t\t\t<\/li>\n<li>Courtillot points to an energy-balance model study by Crowley as support for his thesis that there is some missing physics left out of models, which affects response to solar forcing. Specifically, Courtillot points to a model\/data mismatch in the early 20th century. However, Crowley did not include the indirect aerosol effect, and the energy balance model has no geography and therefore can&#8217;t be expected to model things like continental vs. ocean seasonal cycles or ice and snow cover with complete fidelity. General circulation models forced with a combination of natural (including solar) and anthropogenic (aerosol and greenhouse gas) forcing have no problem reproducing early 20th century climate. Further, Crowley&#8217;s model accurately matches the observed response to solar forcing earlier in the millennium, so it is hard to see why the &quot;missing physics&quot; should suddenly kick in at 1850. It is always suspicious when selective quotes are used to draw a conclusion exactly opposite to what the paper&#8217;s own author concludes. For the record, here is what Crowley himself says in the paper about his own results:\n<ul>\n<li><i>There are therefore two independent lines of evidence pointing to the unusual nature of late-20th-century temperatures. First, the warming over the past century is unprecedented in the past 1000 years. Second, the same climate model that can successfully explain much of the variability in Northern Hemisphere temperature over the interval 1000&#150;1850 indicates that only about 25% of the 20th-century temperature increase can be attributed to natural variability. The bulk of the 20th-century warming is consistent with that predicted from GHG increases. These twin lines of evidence provide further support for the idea that the greenhouse effect is already here. <\/i>\n\t\t\t<\/li>\n<\/ul>\n<\/li>\n<li>Courtillot also cites an atmosphere-ocean model simulation by <i>Zorita et al<\/i>. (2004) as support for his claim that models fail to represent the 20th century response to solar or magnetic variability. However, as discussed <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/04\/a-correction-with-repercussions\/\">here<\/a> and in the peer-reviewed references cited therein, this simulation suffers from an inappropriate initialization which leads to a spurious cooling in parts of the run, and a large climate drift requiring detrending of the output before analysis. Besides that, the model explicitly neglects anthropogenic aerosol forcing, so how could one expect it to get 20th century climate right?\n\t\t\t<\/li>\n<li>Courtillot claims that the correlation between geomagnetic &quot;jerks&quot; and Alpine glacier advances supports a solar-magnetic influence on climate. As Bard and Delaygue emphasize, this requires an exactly <i>opposite<\/i> sign of response to magnetic field variations as claimed by Marsh and Svensmark (2000), and as assumed elsewhere in Courtillot&#8217;s paper. Courtillot cooks up an <i>ad hoc<\/i> explanation for why this might be the case, but this leads him even farther afield from anything that can be justified by known, quantified physics. One can find all sorts of correlations if one allows oneself the liberty to change the sign of the sought-for relation whenever convenient, and without any constraint by physics.\n\t\t\t<\/li>\n<li>There is hardly anything more embarrassing to a theory than success in explaining a phenomenon that turns out not to exist. Courtillot makes much of the fact that the millennial cycle of hematite-stained ice rafted debris in Gerard Bond&#8217;s data set &#8212; taken at the time to be a proxy for North Atlantic temperature &#8212; lines up nicely with geomagnetic variations. However, as Bard and Delaygue note, later work with better chronology, more cores and better time resolution show that Bond&#8217;s record does not represent a temperature index for the entire northern Atlantic region. The more complete record exhibits little or no relation to geomagnetic variations.\n\t\t<\/li>\n<\/ul>\n<h3>&#8230;and now for the really ugly part<\/h3>\n<p>Bard and Delaygue uncovered a number of errors of a more troubling nature. Courtillot <i>et al.<\/i> commit the &quot;flat Earth&quot; error from which our article draws its name: they give a misleading impression of the comparison of forcing by solar variability relative to greenhouse gas forcing by failing to take into account the Earth&#8217;s spherical geometry and albedo. After the very public humiliation suffered by Le Mouel on this point at the Academie debates (see <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/les-chevaliers-de-lordre-de-la-terre-plate-part-i-allgre-and-courtillot\/langswitch_lang\/in\">Part I<\/a>), in his article in <i><a href=\"http:\/\/www.academie-sciences.fr\/publications\/lettre.htm\">La Lettre<\/a><\/i> Courtillot took pains to show that he indeed understood the consequences of the Earth being round. However, this new understanding did not result in any sign of a corrigendum being sent to <i>EPSL<\/i>, so one can only conclude that the deception is deliberate. Further in their Fig. 1 Courtillot <i>et al.<\/i> show geochemical data from a Central Alpine stalagmite which purports to establish a highly tight correlation between climate variations and a solar activity proxy; as Bard and Delaygue note, Courtillot and co-workers have concealed the fact that the correlation is so good precisely because the chronology of the two series being compared has been finely tuned to expressly maximize the correlation. The original untuned data does not show nearly so tight a correlation.<\/p>\n<p>The <i>piece de resistance<\/i> of Courtillot <i>et al<\/i>., is the following graph, which purports to show that for almost all of the past century, temperature correlates tightly with solar activity and magnetic field variability. The three curves on the graph are, according to the paper, Phil Jones&#8217; global mean temperature record (Tglobe, in red circles) , a total solar irradiance reconstruction (S(t), in pink triangle; Courtillot cites Solanki&#8217;s reconstruction in the text), the magnetic field variability index at a site in Scotland (ESK, blue) and at Sitka Alaska (SIT, green). All the curves have been centered to have the same mean and standard deviation over the length of record, so as to make them more comparable. Note that the S(t) curve spans a shorter time than the others; this turns out to be important.<\/p>\n<p><img decoding=\"async\" data-src=\"\/images\/Courtillot.jpg\" alt=\"\" height=\"339\" width=\"600\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/339;\" \/><\/p>\n<p>Looks pretty good, eh? Well it would, except for the minor details that &quot;S(t)&quot; is not actually the solar output, &quot;Tglobe&quot; is not actually the Jones global mean temperature it is claimed to be and neither &quot;ESK&quot; nor &quot;SIT&quot; look much like broader-based magnetic variability indices that provide more reliable indicators of solar activity. Bard and Delaygue thought it curious that Courtillot would use just the final snippet of the Solanki record when the full century was available. They checked what the curve would look like if it were normalized using the full length of the record. That&#8217;s the thick grey curve in Bard and Delaygue corrected version of the figure below; for comparison, the purple curve with triangles shows the results of using Solanki&#8217;s reconstruction truncated to the period Courtillot chose.<\/p>\n<p><img decoding=\"async\" data-src=\"\/BD1.jpg\" alt=\"\" height=\"385\" width=\"625\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 625px; --smush-placeholder-aspect-ratio: 625\/385;\" \/><\/p>\n<p>Get the picture? By snipping out just the last bit of the curve and normalizing to unit standard deviation, Courtillot inflates the variability and makes the fit look better than it would be if the full data set were used. As a bit of deceptive data manipulation, this has to go down in history with the selective smoothing used on some of the solar records that Damon and Laut discuss in their critique of the Danish solar work. Now, in his <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PTW4VF-5&#038;_user=10&#038;_coverDate=10%2F05%2F2007&#038;_alid=655803944&#038;_rdoc=2&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=45&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=22e855891b65761b351e14b561648d0d\">response<\/a> to Bard and Delaygue (there&#8217;s always a response to Comments) Courtillot digs himself even deeper into a hole. He states that the reason he used a truncated solar series is that the data came not from Solanki (as implied in the paper), but rather from Tobiska&#8217;s SOLAR2000 model product. Tobiska&#8217;s paper is not even cited by Courtillot <i>et al. <\/i>(2007), whereas Solanki (2002) is cited there as well as in the authors&#8217; earlier papers on related subjects. There is no legitimate reason for using SOLAR2000 in a study of the sort Courtillot <i>et al<\/i>. are attempting since, as noted by Bard and Delaygue, the SOLAR2000 model is restricted to the ultraviolet portion of the solar spectrum, making it the wrong choice unless one is explicitly investigating phenomena linked to ultraviolet forcing (see <a href=\"http:\/\/www.agu.org\/pubs\/crossref\/2002...\/2001JA000137.shtml\">Lean (2002)<\/a> ). One could guess that Courtillot <i>et al<\/i>.pulled this convenient rabbit out of the nearest available hat, because it was the first curve they found that gave them some excuse to truncate the record in a way that gave the desired result.<\/p>\n<p>Bard and Delaygue noticed another strange thing. Courtillot&#8217;s &quot;Tglobe&quot; curve did not look much like the curve published by Jones. Jones&#8217; curve, plotted from his actual data files, is shown in Bard and Delaygue&#8217;s corrected version of the figure; they also show the NASA reconstruction for comparison. These two curves are in agreement, but neither shows the sharp rise\/dip pattern between 1940 and 1970 which is seen in Courtillot&#8217;s figure. So if Courtillot&#8217;s data is not Jones&#8217; global mean temperature, what is it that Courtillot plotted? We may never know. In his response to Bard and Delaygue, Courtillot claims the data came from a file called: <tt>monthly_land_and_ocean_90S_90N_df_1901-2001mean_dat.txt<\/tt>. Bard and Delaygue point out, however, that Jones has no record of any such file in his dataset, and does not recognize the purported &quot;Tglobe&quot; curve as any version of a global mean temperature curve his own group has ever produced.<\/p>\n<p>Whatever the source of the purported &quot;Tglobe&quot; data given in Courtillot <i>et al<\/i>., there is no legitimate reason &#8212; in a paper published in 2007 &#8212; for truncating the temperature record at 1992 as they did. There is, however, a very good illegitimate reason, in that truncating the curve in this way helps to conceal the strength of the trend from the reader, and shortens the period in which the most glaring mismatch between solar activity and temperature occurs.<\/p>\n<p>In the corrected graph, Bard and Delaygue also plot the &quot;aa&quot; geomagnetic index. This is an index based on two stations at antipodal points, which has been found to correlate well with the overall geomagnetic variability based on a larger network of stations. One could argue that if one is looking at global mean temperature data, the aa index provides a more appropriate basis for comparison than the single-station high Northern latitude records that Courtillot uses. Note that the aa index tracks Solanki&#8217;s solar irradiance well, whereas the single-station measurements do not.<\/p>\n<p>In the corrected graph, Tglobe, aa and S(t) track each other upward from 1900 to 1940, but note that greenhouse gases also go up monotonically in this period, as they do later. A purely statistical attribution could ascribe nearly all the changes from 1900-1940 to solar or magnetic variability, but a similar statistical attribution could do the same for greenhouse gases. Only physics can divvy up the blame. Since 1940, however, there is not even the appearance of correlation between Tglobe and either S(t) or any of the geomagnetic indices. There is a hump in both the solar and aa index around 1950, during which time the temperature is flat or decreasing. Courtillot&#8217;s erroneous analysis defers the decorrelation until 1985.<\/p>\n<p>Between the embarrassing showing at the Academie debates and the travesty of science exposed by Bard and Delaygue in the case of the <i>EPSL<\/i> paper, You&#8217;d think that Courtillot would want to fine the nearest hole and go hide in it. Far from it, he was recently spotted giving a talk called &quot;What global warming?&quot; at <a href=\"http:\/\/www.espci.fr\/actu\/espci125\/pgm0011.htm\">this prestigious event <\/a>gathering several famous physicists and chemists. Some people have no shame.<\/p>\n<h3>Postlude: Of silk purses and sow&#8217;s ears<\/h3>\n<p>Bard and Delaygue conclude with a figure, reproduced below, which nicely illustrates something we&#8217;ve been saying for years at RealClimate. On this figure they plot the Jones global mean temperature together with a global magnetic index (the aa index), a cosmic ray flux index (Climax) and the PMOD composite satellite record of solar irradiance. These curves are less smoothed than those shown in the preceding graph. The inter-annual temperature variability is linked to natural effects such as major volcanic eruptions, ENSO events and solar variability. However, only the Tglobe curve is characterized by a very significant upward trend &#8212; a trend which cannot be explained by these natural causes.<\/p>\n<p><img decoding=\"async\" data-src=\"\/BD3.jpg\" alt=\"\" height=\"538\" width=\"574\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 574px; --smush-placeholder-aspect-ratio: 574\/538;\" \/><\/p>\n<p>Say it three times every night before going to sleep: <i>Temperature goes up. Solar stuff goes up and down and up and down and up and down.<\/i> You can no more make a trend out of that than you can make a silk purse out of a sow&#8217;s ear.<\/p>\n<\/p>\n<h3>A note added in proof, concerning the &quot;Note Added in Proof&quot;<\/h3>\n<p>The above discussion was based on the version of Bard and Delaygue&#8217;s comment and Courtillot&#8217;s response which was available on the Elsevier web site through December 15. Since the time of writing, some strange changes have occurred under the direction of the responsible editor, Robert van der Hilst of MIT. He deleted the &quot;Note added in Proof&quot; from the final version of Bard and Delaygue&#8217;s comment. Bard and Delaygue only found out about this when they received the proofs of their Comment. What is even more disturbing is that van der Hilst allowed Courtillot to change the text of his Response based on what Bard and Delaygue wrote in the now-deleted &quot;Note added in Proof.&quot; Bard and Delaygue were given no opportunity to see or comment on these changes. I have left the above discussion as it is, in order that the reader will have a better appreciation of the strange history of this comment\/response cycle.<\/p>\n<p>In the revised &quot;Response&quot; Courtillot now admits that the temperature record called &quot;Tglobe&quot; is not from any of  Phil Jones&#8217; datasets at all.   Courtillot now claims that the data came from a study by Briffa et al. (2001), giving the address of a file stored at NCDC. As specified in this study and in the head of this file, these data have been &quot;recalibrated to obtain estimates of April-September mean temperatures from all land regions north of 20N&quot;. Thus, the temperature dataset used by Courtillot is definitely not Tglobe, does not represent the full hemisphere, and moreover is not even an annual mean.<\/p>\n<p>Rob van der Hilst &#8212; recently a Visiting Professor at IPGP  (Courtillot&#8217;s institution) &#8212; claims that these changes were made in the interests of scientific communication. I leave it to the reader to judge whether these actions were appropriate, or whether they were just an attempt to protect Courtillot from embarrassment.. In the interests of scientific communication, I append below the full text of the &quot;Note added in Proof&quot; which was stripped from Bard and Delaygue&#8217;s Comment:<\/p>\n<hr width=\"70%\"\/>\n<p>Note added in proof:<\/p>\n<p>In their Response to our Comment, Courtillot et al. state that for the total irradiance curve S(t) they had used the SOLAR2000 model product by Tobiska (2001) instead of the century-long record by Solanki (2002) cited in their original paper (Courtillot et al. 2007). However, the SOLAR2000 model is restricted to the UV component and their total solar irradiance is severely flawed as pointed out by Lean (2002).<\/p>\n<p>For the global temperature Tglobe curve cited from Jones et al. (1999) in Courtillot et al. (2007), these authors now state in their response that they had used the following data file: monthly_land_and_ocean_90S_90N_df_1901-2001mean_dat.txt We were unable to find this file even by contacting its putative author who specifically stated to us that it is not one of his files (Dr. Philip D. Jones, written communication dated Oct. 23, 2007).<\/p>\n<p>Tobiska, W. K. 2001, Validating the solar EUV proxy, E10.7, J. Geophys. Res. 106, 29,969- 29,978.<\/p>\n<p>Lean, J.L., 2002. Comment on &#8221;Validating the solar EUV proxy, E10.7&#8221; by W. K. Tobiska. J. Geophys. Res. 107, (A2), 1027, 10.1029\/2001JA000137.<\/p>\n<\/p>\n<p><lang_fr> <\/p>\n<h3>Pr&eacute;lude&nbsp;: C&#8217;est de la <i>physique<\/i>, <font size=\"-5\">idiot<\/font><\/h3>\n<p>&#8230;c&#8217;est bien s&ucirc;r une paraphrase de la c&eacute;l&egrave;bre citation de Bill Clinton au sujet de l&#8217;&eacute;conomie. Le dernier mot est en petits caract&egrave;res car nous avons appris que ce n&#8217;est <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/03\/adventures-on-the-east-side\/langswitch_lang\/fr\">pas une bonne technique de d&eacute;bat<\/a> d&#8217;insinuer (m&ecirc;me par inadvertance) que ceux qui ont du mal &agrave; voir la force de l&#8217;argumentation pourraient &ecirc;tre idiots. Ce que nous souhaitons souligner par cette paraphrase est le simple fait que le lien de cause &agrave; effet attendu entre l&#8217;augmentation des gaz &agrave; effet de serre &agrave; longue vie (comme le CO<sub>2<\/sub>) et l&#8217;augmentation de temp&eacute;rature ne repose pas sur une vague corr&eacute;lation inexpliqu&eacute;e entre la temp&eacute;rature et la concentration des gaz &agrave; effet de serre au cours du 20e si&egrave;cle. <\/p>\n<p>L&#8217;augmentation pr&eacute;sum&eacute;e de la temp&eacute;rature a &eacute;t&eacute; pr&eacute;dite bien avant d&#8217;&ecirc;tre d&eacute;tectable dans l&#8217;atmosph&egrave;re, en fait bien avant de savoir que le CO<sub>2<\/sub> &eacute;tait vraiment en train d&#8217;augmenter. Ceci a &eacute;t&eacute; pr&eacute;dit pour la premi&egrave;re fois par Arrhenius en 1896 &agrave; partir d&#8217;id&eacute;es extr&ecirc;mement simples sur l&#8217;&eacute;quilibre radiatif, puis fut reproduit en utilisant de la physique moderne des rayonnements par Manabe et collaborateurs dans les ann&eacute;es 60. Aucune de ces pr&eacute;dictions ne reposait sur des mod&egrave;les de circulation g&eacute;n&eacute;rale, qui sont apparus dans les d&eacute;cennies suivantes et ont permis des pr&eacute;visions plus d&eacute;taill&eacute;es. Mais la pr&eacute;diction de base du r&eacute;chauffement est fond&eacute;e sur des principes de physique vraiment fondamentaux ayant trait &agrave; l&#8217;absorption des infrarouges par les gaz &agrave; effet de serre, &agrave; la th&eacute;orie radiative du corps noir, et &agrave; la thermodynamique de l&#8217;atmosph&egrave;re satur&eacute;e. Chacun de ces &eacute;l&eacute;ments a &eacute;t&eacute; v&eacute;rifi&eacute; avec une tr&egrave;s bonne pr&eacute;cision par des exp&eacute;riences de laboratoire et des observations de terrain. <\/p>\n<p>Pendant un temps, une incertitude persistait sur le fait de savoir si la vapeur d&#8217;eau allait amplifier le r&eacute;chauffement avec l&#8217;amplitude simul&eacute;e par les premiers mod&egrave;les d&#8217;&eacute;quilibre radiatif, mais une ou deux d&eacute;cennies de travail suppl&eacute;mentaire &agrave; la fois d&#8217;observation et de th&eacute;orie ont montr&eacute; qu&#8217;il n&#8217;y a pas vraiment de raison de douter du calcul de cette r&eacute;troaction par les mod&egrave;les de circulation g&eacute;n&eacute;rale. Modifi&eacute;e en introduisant l&#8217;effet refroidissant des a&eacute;rosols anthropiques, la th&eacute;orie rend compte de fa&ccedil;on satisfaisante de l&#8217;allure de la variation de temp&eacute;rature des 20e et 21e si&egrave;cles. <\/p>\n<p>Aucune autre th&eacute;orie bas&eacute;e sur des principes physiques quantifiables n&#8217;a pu faire de m&ecirc;me. Si quelqu&#8217;un arrivait avec la brillante id&eacute;e que, disons, le r&eacute;chauffement global est d&ucirc; &agrave; la pluie de Phlogistique tombant de la Lune, cela n&#8217;effacerait pas d&#8217;un coup tout ce que l&#8217;on sait sur la thermodynamique, sur l&#8217;absorption des infrarouges, l&#8217;&eacute;quilibre radiatif, et la temp&eacute;rature. Au contraire, c&#8217;est le boulot de l&#8217;avocat du Phlogistique de quantifier les effets du Phlogistique sur l&#8217;&eacute;quilibre radiatif, et de les ajouter de mani&egrave;re coh&eacute;rente aux for&ccedil;ages climatiques existants. Quasiment toutes les tentatives d&#8217;enfoncer la th&eacute;orie de l&#8217;effet de serre anthropique ont perdu de vue ce principe simple mais incontournable.<\/p>\n<p>Dans un article intitul&eacute; &quot;<a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4MM8BMG-1&#038;_user=10&#038;_coverDate=01%2F30%2F2007&#038;_alid=655125192&#038;_rdoc=3&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=c092108c0146728a18239b946fa1ed17\">Are there connections between the Earth&#8217;s magnetic field and climate?<\/a>&quot; publi&eacute; r&eacute;cemment dans le journal <i>Earth and Planetary Science Letters<\/i>, Courtillot et ses co-auteurs tentent de jeter le doute sur la responsabilit&eacute; principale du CO<sub>2<\/sub> dans le changement climatique r&eacute;cent (et probablement futur); avan&ccedil;ant au contraire que les fluctuations du champ magn&eacute;tique terrestre (en partie dues &agrave; la variabilit&eacute; solaire) jouent un r&ocirc;le important et n&eacute;glig&eacute;. Comme la plupart des travaux du genre, celui-ci est construit sur un vide intellectuel &#8211;comme si tout ce que nous savions d&eacute;j&agrave; en physique du climat devait &ecirc;tre mis au rebut pour une id&eacute;e nouvelle (et en fait pas si nouvelle). Mais les probl&egrave;mes ne s&#8217;arr&ecirc;tent pas l&agrave;. Avec l&#8217;aide d&#8217;un Commentaire publi&eacute; par Bard et Delaygue (disponible <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PWKST4-1&#038;_user=5745&#038;_coverDate=10%2F13%2F2007&#038;_alid=655084516&#038;_rdoc=1&#038;_fmt=full&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=6&#038;_acct=C000001358&#038;_version=1&#038;_urlVersion=0&#038;_userid=5745&#038;md5=162bfb375e15af6d9e6f885d047f8d25\">ici dans EPSL<\/a> ou <a href=\"\/images\/BardDelaygue.pdf\">ici comme fichier PDF<\/a>), nous exposerons un ensemble d&#8217;erreurs suspectes et d&#8217;omissions qui remplissent le papier de Courtillot. Je-m&#8217;en-foutisme et ignorance, est l&#8217;interpr&eacute;tation de loin la plus <i>charitable<\/i> que l&#8217;on puisse apporter &agrave; cet ensemble. <\/p>\n<p>Commen&ccedil;ons par noter que, comme concurrent significatif au for&ccedil;age par les gaz &agrave; effet de serre anthropiques des changements climatiques r&eacute;cents, le for&ccedil;age radiatif directement par les variations de l&#8217;irradiance solaire arrive bon dernier. Le flux d&#8217;&eacute;nergie solaire a &eacute;t&eacute; suivi pr&eacute;cis&eacute;ment par des instruments satellitaires depuis 1978. Mesur&eacute;e entre les maxima et minima des cycles solaires de 11 ans, en la moyennant sur la surface de la Terre et en prenant en compte l&#8217;alb&eacute;do, l&#8217;amplitude du for&ccedil;age radiatif est plus petite que 0,2 W\/m<sup>2<\/sup>. La tendance que l&#8217;on obtient en moyennant sur plusieurs cycles solaires est encore plus faible. Ceci fait p&acirc;le figure &agrave; c&ocirc;t&eacute; des plus de 2 W\/m<sup>2<\/sup> de for&ccedil;age radiatif d&ucirc; aux gaz &agrave; effet de serre &agrave; longue dur&eacute;e de vie qui se sont accumul&eacute;s dans l&#8217;atmosph&egrave;re depuis 1750, et encore plus par rapport au for&ccedil;age qui nous attend si aucune action n&#8217;est prise pour contr&ocirc;ler les &eacute;missions. Rien dans la physique du climat ne sugg&egrave;re que la sensibilit&eacute; du climat aux variations d&#8217;irradiance solaire diff&egrave;re de fa&ccedil;on substantielle de la sensibilit&eacute; au for&ccedil;age des infrarouges d&ucirc; aux variations des gaz &agrave; effet de serre. Pour ce qui concerne le climat, un watt est (pour l&#8217;essentiel) un watt, peu importe qu&#8217;il provienne du changement de l&#8217;&eacute;nergie solaire incidente ou de l&#8217;&eacute;mission infrarouge due aux gaz &agrave; effet de serre.<\/p>\n<p>Pour faire plus de bruit avec la variabilit&eacute; solaire, il faut invoquer quelque chose d&#8217;autre pour l&#8217;impact du soleil sur le climat. Quelque chose d&#8217;exotique, comme des variations du champ magn&eacute;tique. Comme il n&#8217;y a pas de m&eacute;canisme physique <i>quantifi&eacute;<\/i> reliant les variations du champ au climat, Courtillot doit se rattraper en nous montrant quelques suppos&eacute;es corr&eacute;lations entre les variations de temp&eacute;rature et du champ magn&eacute;tique. Pour ne rien arranger, Courtillot n&#8217;arrive pas &agrave; d&eacute;cider si une augmentation du champ devrait r&eacute;chauffer le climat ou le refroidir, ce qui fait qu&#8217;on ne sait m&ecirc;me pas quelle corr&eacute;lation rechercher. L&#8217;absence d&#8217;un mod&egrave;le physique ne permet pas de traiter les diff&eacute;rents for&ccedil;ages sur un pied d&#8217;&eacute;galit&eacute; ni d&#8217;attribuer de mani&egrave;re fiable les causes des changements climatiques. C&#8217;est particuli&egrave;rement n&eacute;faste dans le cas o&ugrave; les diff&eacute;rents for&ccedil;ages sont fortement corr&eacute;l&eacute;s entre eux. Par exemple &agrave; l&#8217;&eacute;chelle de l&#8217;ann&eacute;e au si&egrave;cle, la variabilit&eacute; du champ magn&eacute;tique, des rayons cosmiques, et de l&#8217;irradiance solaire varient pratiquement en parall&egrave;le, et donc s&#8217;il y a une corr&eacute;lation avec la temp&eacute;rature (ou la couverture nuageuse) on ne peut pas dire si c&#8217;est parce que le climat r&eacute;pond avec une grande sensibilit&eacute; directement aux variations d&#8217;irradiance, ou si quelque chose de plus exotique est en cause. Sur une p&eacute;riode pendant laquelle la temp&eacute;rature, le for&ccedil;age des gaz &agrave; effet de serre, et un quelconque index du champ magn&eacute;tique augmentent tous, une technique statistique d&#8217;attribution qui ignorerait les gaz &agrave; effet de serre pour ne consid&eacute;rer que l&#8217;index du champ magn&eacute;tique trouverait bien s&ucirc;r que le champ magn&eacute;tique &quot;explique&#038;quot le signal. Si nous ne connaissions rien sur l&#8217;impact climatique du CO<sub>2<\/sub>, ceci mettrait le champ magn&eacute;tique sur un m&ecirc;me pied  d&#8217;&eacute;galit&eacute; que le CO<sub>2<\/sub> comme explication, mais ce n&#8217;est pas le cas. Nous en savons beaucoup sur l&#8217;impact climatique du CO<sub>2<\/sub>, et <i>aucune combine avec les rayons cosmiques ou le champ magn&eacute;tique ne peut faire dispara&icirc;tre cette physique.<\/i> Ca peut m&ecirc;me devenir encore plus confus si on oublie le r&ocirc;le important des a&eacute;rosols anthropiques sur le dernier si&egrave;cle, comme Courtillot le fait bien trop souvent.<\/p>\n<p>La confiance avec laquelle Courtillot met en doute le r&ocirc;le, accept&eacute; de fa&ccedil;on g&eacute;n&eacute;rale, du for&ccedil;age anthropique sur les changements climatiques du dernier si&egrave;cle est surprenante, au vu des limites fondamentales de tout argument bas&eacute; seulement sur une corr&eacute;lation. Mais c&#8217;est encore pire que &ccedil;a&nbsp;: comme le montre Bard et Delaygue, la plupart des corr&eacute;lations sur lesquelles reposent les pauvres cas de Courtillot <i>et al<\/i>. sont en fait bidons.<\/p>\n<h3>Variabilit&eacute; solaire et climat&nbsp;: du bon, de la brute, et du truand<\/h3>\n<p>Les travaux sur l&#8217;influence de la variabilit&eacute; solaire (et de sa proche cousine, l&#8217;influence du champ magn&eacute;tique terrestre) peuvent &ecirc;tre rang&eacute;s en trois cat&eacute;gories. Il y a du bon, dans lequel des scientifiques consciencieux essayent de d&eacute;brouiller avec leur meilleure objectivit&eacute; un signal complexe et probablement faible (mais cependant important). Comme exemples de travaux de cette cat&eacute;gorie, je citerais les efforts inlassables de Judith Lean pour relier l&#8217;irradiance au nombre de taches solaires; les travaux de Bard et ses coll&egrave;gues sur le d&eacute;veloppement d&#8217;indicateurs isotopiques du soleil comme le <sup>10<\/sup>Be; les travaux de Shindell sur la r&eacute;ponse &agrave; la variabilit&eacute; des ultraviolets; et les travaux de <a href=\"http:\/\/www.nature.com\/nature\/journal\/v443\/n7108\/abs\/nature05072.html\">Foukal et al.<\/a> sur les facteurs de variation de l&#8217;irradiance solaire. J&#8217;ajouterais aussi le travail r&eacute;cent de <a href=\"http:\/\/www.agu.org\/pubs\/crossref\/2007\/2007GL030207.shtml\">Camp et Tung<\/a> de diagnostic de l&#8217;amplitude du cycle solaire dans la temp&eacute;rature dans la cat&eacute;gorie du &quot;bon&quot; &#8211; que ce soit un papier facile &agrave; d&eacute;tourner par les sceptiques de l&#8217;effet de serre n&#8217;enl&egrave;ve rien &agrave; sa qualit&eacute; scientifique. En fait, je dirais que la plupart des travaux sur le sujet du climat et de la variabilit&eacute; solaire rel&egrave;vent de la cat&eacute;gorie du bon. C&#8217;est plut&ocirc;t bien. En fait, les scientifiques ont depuis longtemps reconnu l&#8217;importance de la variabilit&eacute; solaire comme l&#8217;un des facteurs gouvernant le climat (voir la synth&egrave;se tr&egrave;s acad&eacute;mique sur ce sujet de Bard et Frank, accessible <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4KF1HV2-3&#038;_user=10&#038;_coverDate=08%2F15%2F2006&#038;_alid=655127741&#038;_rdoc=1&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=1&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=cbafe3aae40e0db0944c1d46240b6f73\">ici &agrave; EPSL<\/a> et <a href=\"http:\/\/geosci.uchicago.edu\/%7ertp1\/BardPapers\/BardPapers.html\/Bard06EPSL.pdf\">ici en PDF<\/a>). La connaissance de la variabilit&eacute; solaire doit &ecirc;tre (et elle l&#8217;est) prise en compte pour expliquer le changement du climat du dernier si&egrave;cle, et pour tenter d&#8217;estimer la sensibilit&eacute; climatique &agrave; partir des variations r&eacute;centes du climat. De plus, le Petit Age Glaciaire n&eacute;cessite une explication, et la variabilit&eacute; solaire repr&eacute;sente actuellement la seule possibilit&eacute; fiable (il est moins clair que l&#8217;Optimum M&eacute;di&eacute;val soit un ph&eacute;nom&egrave;ne suffisamment coh&eacute;rent pour n&eacute;cessiter une telle explication).<\/p>\n<p>Et puis, il y a de la brute, avec comme exemples typiques deux papiers de Scaffetta et West discut&eacute;s sur RealClimate <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/fr\">ici<\/a> et <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/a-phenomenological-sequel\/langswitch_lang\/fr\">ici<\/a>. C&#8217;est juste de la science &#8216;normalement&#8217; mauvaise, dans le sens que l&#8217;approche suivie par les auteurs est erron&eacute;e quelque part, ce qui aboutit &agrave; des conclusions fausses. Peut-&ecirc;tre qu&#8217;une partie de ce travail n&#8217;aurait jamais d&ucirc; passer &agrave; travers la critique des pairs, mais du moment que les m&eacute;thodes sont bien expliqu&eacute;es et honn&ecirc;tement d&eacute;crites, les investigateurs suivants seront capables d&#8217;identifier les erreurs et donc de confirmer ou d&#8217;infirmer les r&eacute;sultats.<\/p>\n<p>Et puis&#8230; il y a du truand. Ces papiers franchissent la ligne s&eacute;parant l&#8217;erreur simple de la tromperie active. Les papiers de cette cat&eacute;gorie commettent ce que <a href=\"http:\/\/www.realclimate.org\/damon%26laut_2004.pdf\">Damon et Laut<\/a> nomment judicieusement un &quot;ensemble d&#8217;&eacute;tranges erreurs&quot;. Les papiers de cette cat&eacute;gorie utilisent souvent des manipulations de donn&eacute;es criticables (et souvent cach&eacute;es et non expliqu&eacute;es) pour fabriquer des corr&eacute;lations quand elles n&#8217;existent pas. Les travaux des fanatiques danois du soleil, largement discut&eacute;s par Damon et Laut, sont des exemples typiques de cette cat&eacute;gorie de truand. Nous laissons au lecteur le soin de d&eacute;cider, apr&egrave;s la discussion qui suit, si le papier de Courtillot est simplement du brut, ou s&#8217;il a vers&eacute; dans le truand.<\/p>\n<h3>Manipulation contre acad&eacute;misme<\/h3>\n<p>Le style g&eacute;n&eacute;ral du discours de Courtillot <i>et al.<\/i> a plus &agrave; voir avec le genre pol&eacute;mique et partial que l&#8217;on trouve chez Lomborg ou dans l&#8217;article simulant un PNAS de <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/fr\">Robinson <i>et al.<\/i><\/a>, distribu&eacute; avec le <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/10\/how-not-to-attribute-climate-change\/langswitch_lang\/fr\">projet original de p&eacute;tition contre le r&eacute;chauffement global<\/a>, qu&#8217;il a &agrave; voir avec le genre acad&eacute;mique qui essaye d&#8217;approcher la v&eacute;rit&eacute;. Il cite des papiers sans aucun sens critique et seulement s&#8217;ils peuvent &eacute;tayer la th&egrave;se de l&#8217;auteur (comme par exemple l&#8217;utilisation non critique du papier biais&eacute; de Scafetta et West cit&eacute; pr&eacute;c&eacute;demment pour appuyer une attribution importante du changement climatique du 20e si&egrave;cle &agrave; la variabilit&eacute; solaire). Il y a aussi pas mal de pagaille, par exemple les gaz &agrave; effet de serre sont list&eacute;s en derniers parmi d&#8217;autres causes de changement climatique, sans indication de l&#8217;amplitude relative des diff&eacute;rents for&ccedil;ages. Entr&#8217;autres probl&egrave;mes on peut citer&nbsp;:<\/p>\n<ul>\n<li>Courtillot exag&egrave;re le for&ccedil;age radiatif des nuages d&#8217;un facteur quatre, car il attribue pratiquement tout l&#8217;alb&eacute;do terrestre aux nuages et oublie de prendre en compte l&#8217;effet de serre des nuages.<\/li>\n<li>Il dit que &quot;le refroidissement entre 1940 et 1970 est souvent n&eacute;glig&eacute; comme faisant partie du bruit&quot; alors qu&#8217;en fait c&#8217;est l&#8217;&eacute;tude approfondie de cette p&eacute;riode qui amena les scientifiques &agrave; reconna&icirc;tre l&#8217;importance de l&#8217;effet des a&eacute;rosols anthropiques, &agrave; l&#8217;&eacute;poque du second rapport d&#8217;&eacute;valuation du GIEC. En ignorant encore une fois l&#8217;importance bien document&eacute;e des a&eacute;rosols anthropiques, il dit plus loin&nbsp;: &quot;Notons que la stabilisation ou diminution de la temp&eacute;rature entre 1940 et 1970 correspond bien aux s&eacute;ries solaire et magn&eacute;tiques, au contraire de l&#8217;acc&eacute;l&eacute;ration monotone de la hausse du CO<sub>2<\/sub>&quot;. Non seulement, c&#8217;est une dissimulation &agrave; la Crichton d&#8217;un ph&eacute;nom&egrave;ne bien connu, mais comme nous le verrons plus loin la suppos&eacute;e &quot;correspondance&quot; est le r&eacute;sultat d&#8217;une manipulation discutable des donn&eacute;es.<\/li>\n<li>Courtillot indique une &eacute;tude de Crowley utilisant un mod&egrave;le d&#8217;&eacute;quilibre &eacute;nerg&eacute;tique pour &eacute;tayer sa th&egrave;se qu&#8217;il manquerait de la physique dans ces mod&egrave;les, ce qui affecterait la r&eacute;ponse au for&ccedil;age solaire. Pr&eacute;cis&eacute;ment, Courtillot pointe un d&eacute;saccord entre mod&egrave;les et donn&eacute;es au d&eacute;but du 20e si&egrave;cle. Toutefois, Crowley n&#8217;a pas inclus l&#8217;effet indirect des a&eacute;rosols, et un mod&egrave;le d&#8217;&eacute;quilibre &eacute;nerg&eacute;tique n&#8217;a pas de g&eacute;ographie et on ne peut donc s&#8217;attendre &agrave; ce qu&#8217;il simule fid&egrave;lement des caract&eacute;ristiques comme la diff&eacute;rence du cycle saisonnier entre continent et oc&eacute;an ou la couverture de glace et de neige. Les mod&egrave;les de circulation g&eacute;n&eacute;rale forc&eacute;s avec une combinaison de for&ccedil;ages naturels (y compris le solaire) et anthropiques (gaz &agrave; effet de serre et a&eacute;rosols) n&#8217;ont aucun probl&egrave;me pour reproduire le climat du d&eacute;but du 20e si&egrave;cle. De plus, le mod&egrave;le utilis&eacute; par Crowley simule pr&eacute;cis&eacute;ment la r&eacute;ponse climatique au for&ccedil;age solaire plus t&ocirc;t dans le mill&eacute;naire, il est donc difficile de voir pourquoi la &quot;physique manquante&quot; devrait seulement se faire sentir en 1850. Il est toujours suspect lorsque des citations isol&eacute;es sont utilis&eacute;es pour tirer une conclusion exactement oppos&eacute;e &agrave; celle de l&#8217;auteur m&ecirc;me du papier. Pour rappel , voici ce que Crowley lui-m&ecirc;me dit dans ce papier de ses propres r&eacute;sultats&nbsp;:<\/li>\n<\/ul>\n<ul>\n<li><i>Il y a ainsi deux arguments ind&eacute;pendants de la nature anormale des temp&eacute;ratures de la fin du 20e si&egrave;cle. Premi&egrave;rement, le r&eacute;chauffement du dernier si&egrave;cle est sans pr&eacute;c&eacute;dent sur le dernier mill&eacute;naire. Deuxi&egrave;mement, ce mod&egrave;le capable de simuler une bonne partie de la variabilit&eacute; de la temp&eacute;rature de l&#8217;h&eacute;misph&egrave;re nord sur la p&eacute;riode 1000-1850 indique que seulement 25% environ du r&eacute;chauffement du 20e si&egrave;cle peuvent &ecirc;tre attribu&eacute;s &agrave; la variabilit&eacute; naturelle. L&#8217;essentiel du r&eacute;chauffement du 20e si&egrave;cle est coh&eacute;rent avec celui pr&eacute;dit par l&#8217;augmentation des gaz &agrave; effet de serre. Ces deux arguments supportent de plus l&#8217;id&eacute;e que l&#8217;effet de serre anthropique est d&eacute;j&agrave; l&agrave;.<\/i><\/li>\n<\/ul>\n<li>Courtillot cite &eacute;galement la simulation de Zorita <i>et al.<\/i> (2004), qui utilisent un mod&egrave;le couplant atmosph&egrave;re et oc&eacute;an, pour &eacute;tayer son affirmation que les mod&egrave;les ne r&eacute;ussissent pas &agrave; repr&eacute;senter la r&eacute;ponse du 20e si&egrave;cle &agrave; la variabilit&eacute; solaire ou magn&eacute;tique. Toutefois, <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2006\/04\/a-correction-with-repercussions\/langswitch_lang\/fr\">comme discut&eacute; ici<\/a> et dans les r&eacute;f&eacute;rences cit&eacute;es parues dans des journaux &agrave; comit&eacute; de lecture, cette simulation souffre d&#8217;une initialisation inappropri&eacute;e responsable de refroidissements art&eacute;facts &agrave; certaines p&eacute;riodes de la simulation, ainsi que d&#8217;une forte d&eacute;rive du climat qui n&eacute;cessite une correction de la tendance des sorties avant de les analyser. A part &ccedil;a, le mod&egrave;le n&eacute;glige explicitement le for&ccedil;age des a&eacute;rosols anthropiques, donc comment pourrait-on s&#8217;attendre &agrave; ce qu&#8217;il simule correctement le climat du 20e si&egrave;cle&nbsp;?<\/li>\n<li>Courtillot soutient que la corr&eacute;lation entre les sauts ou &quot;jerks&quot; g&eacute;omagn&eacute;tiques et les avanc&eacute;es des glaciers alpins &eacute;taye une influence solaire et magn&eacute;tique du climat. Comme le soulignent Bard et Delaygue, ceci n&eacute;cessite une r&eacute;ponse aux variations du champ magn&eacute;tique exactement <i>oppos&eacute;e<\/i> &agrave; celle avanc&eacute;e par Marsh et Svensmark (2000), qui est celle suppos&eacute;e par ailleurs dans le papier de Courtillot. Courtillot concocte une explication <i>ad hoc<\/i> de cette hypoth&egrave;se, mais cel&agrave; l&#8217;&eacute;loigne encore plus de ce qui peut &ecirc;tre justifi&eacute; par de la physique connue et quantifi&eacute;e. On peut trouver toute sorte de corr&eacute;lation si on se permet de changer le signe de la relation attendue lorsque &ccedil;a arrange, et cela sans contrainte physique.<\/li>\n<li>Il n&#8217;y a pas plus g&eacute;nant pour une th&eacute;orie que sa capacit&eacute; &agrave; expliquer un ph&eacute;nom&egrave;ne qui en d&eacute;finitive n&#8217;existe pas. Courtillot fait grand cas du fait que la p&eacute;riodicit&eacute; mill&eacute;naire des d&eacute;bris glaciaires &agrave; h&eacute;matite des donn&eacute;es de Gerard Bond -consid&eacute;r&eacute;s alors comme un indicateur de la temp&eacute;rature du nord de l&#8217;Atlantique- s&#8217;aligne bien avec les variations g&eacute;omagn&eacute;tiques. Cependant, comme le notent Bard et Delaygue, des travaux post&eacute;rieurs avec une meilleure chronologie, plus de carottes et une meilleure r&eacute;solution temporelle, montrent que l&#8217;enregistrement de Bond n&#8217;est pas un indicateur de temp&eacute;rature repr&eacute;sentatif de toute la r&eacute;gion nord atlantique. Ces enregistrements plus complets ne montrent pas ou peu de relation avec les variations g&eacute;omagn&eacute;tiques.<\/li>\n<h3>&#8230;et maintenant pour la partie de vrai truand<\/h3>\n<p>Bard et Delaygue ont mis &agrave; jour un certain nombre d&#8217;erreurs d&#8217;une nature plus troublante. Courtillot <i>et al.<\/i> commettent l&#8217;erreur de la &quot;Terre plate&quot; d&#8217;o&ugrave; provient le titre de notre article&nbsp;: ils donnent une impression trompeuse de la comparaison entre les for&ccedil;ages d&ucirc; &agrave; la variabilit&eacute; solaire et d&ucirc; aux gaz &agrave; effet de serre, en oubliant de prendre en compte la g&eacute;om&eacute;trie sph&eacute;rique de la Terre et son alb&eacute;do. Apr&egrave;s l&#8217;humiliation publique endur&eacute;e par Le Mou&euml;l &agrave; ce sujet pendant les d&eacute;bats de l&#8217;Acad&eacute;mie (voir <a href=\"http:\/\/www.realclimate.org\/index.php\/archives\/2007\/11\/les-chevaliers-de-lordre-de-la-terre-plate-part-i-allgre-and-courtillot\/langswitch_lang\/fr\">la partie 1<\/a>), dans son article paru dans <i><a href=\"http:\/\/www.academie-sciences.fr\/publications\/lettre.htm\">La Lettre<\/a><\/i> Courtillot se donna beaucoup de mal pour montrer qu&#8217;il avait bien compris les cons&eacute;quences de la rotondit&eacute; de la Terre. Pourtant, cette compr&eacute;hension nouvelle n&#8217;a donn&eacute; lieu &agrave; aucun signe de corrig&eacute; envoy&eacute; &agrave; <i>EPSL<\/i>, ce qui nous oblige &agrave; conclure que la tromperie est d&eacute;lib&eacute;r&eacute;e. De plus, dans leur Figure 1, Courtillot <i>et al.<\/i> montrent des donn&eacute;es g&eacute;ochimiques provenant d&#8217;une stalagmite des Alpes Centrales, donn&eacute;es qui pr&eacute;tendent &eacute;tablir une corr&eacute;lation tr&egrave;s forte entre des variations climatiques et un indicateur de l&#8217;activit&eacute; solaire. Comme le notent Bard et Delaygue, Courtillot et collaborateurs ont cach&eacute; le fait que la corr&eacute;lation est aussi bonne pr&eacute;cis&eacute;ment parce que la chronologie des s&eacute;ries compar&eacute;es a &eacute;t&eacute; finement ajust&eacute;e afin de maximiser express&eacute;ment la corr&eacute;lation. Les donn&eacute;es originales non ajust&eacute;es ne montrent pas une si bonne corr&eacute;lation.<\/p>\n<p>La <i>pi&egrave;ce de r&eacute;sistance<\/i> de Courtillot <i>et al<\/i>. est le graphe suivant, qui pr&eacute;tend montrer que durant presque tout le si&egrave;cle dernier la temp&eacute;rature a &eacute;t&eacute; fortement corr&eacute;l&eacute;e avec l&#8217;activit&eacute; solaire et la variabilit&eacute; du champ magn&eacute;tique. Les trois courbes du graphe sont, d&#8217;apr&egrave;s le papier, l&#8217;enregistrement de la temp&eacute;rature moyenne globale de Phil Jones (Tglobe, ronds rouges), une reconstitution de l&#8217;irradiance solaire totale (S(t), triangles roses; Courtillot cite la reconstitution de Solanki dans le texte), et un index de la variabilit&eacute; du champ magn&eacute;tique pour un site en Ecosse (ESK, en bleu) et le site de Sitka en Alaska (SIT, en vert). Les courbes ont &eacute;t&eacute; centr&eacute;es pour avoir les m&ecirc;mes moyenne et d&eacute;viation standard sur leur p&eacute;riode d&#8217;enregistrement afin qu&#8217;elles soient plus proches. Notons que la courbe S(t) s&#8217;&eacute;tend sur une p&eacute;riode plus courte que les autres; ceci aura son importance.<\/p>\n<p><img decoding=\"async\" data-src=\"\/images\/Courtillot.jpg\" alt=\"\" height=\"339\" width=\"600\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 600px; --smush-placeholder-aspect-ratio: 600\/339;\" \/><\/p>\n<p>Impressionant, hein? Et bien cela le serait aux petits d&eacute;tails pr&egrave;s que &quot;S(t)&quot; n&#8217;est en fait pas l&#8217;irradiance solaire totale, &quot;Tglobe&quot; n&#8217;est en fait pas la temp&eacute;rature moyenne globale de Phil Jones comme annonc&eacute;, et ni &quot;ESK&quot; ni &quot;SIT&quot; ne ressemblent vraiment aux indices plus larges g&eacute;ographiquement de variabilit&eacute; magn&eacute;tique qui sont des indicateurs plus fiables de l&#8217;activit&eacute; solaire. Bard et Delaygue ont trouv&eacute; curieux que Courtillot n&#8217;utilise que la toute fin de la reconstitution de Solanki alors que le si&egrave;cle entier est disponible. Ils ont v&eacute;rifi&eacute; ce que la courbe donnerait si elle &eacute;tait normalis&eacute;e sur toute sa longueur. C&#8217;est la courbe grise en gras dans leur version corrig&eacute;e de la figure ci-dessous. Pour comparaison, la courbe violette avec des triangles correspond &agrave; la reconstitution de Solanki tronqu&eacute;e sur la m&ecirc;me p&eacute;riode que celle choisie par Courtillot.<\/p>\n<p><img decoding=\"async\" data-src=\"\/BD1.jpg\" alt=\"\" height=\"385\" width=\"625\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 625px; --smush-placeholder-aspect-ratio: 625\/385;\" \/><\/p>\n<p>Vous saisissez&nbsp;? En d&eacute;coupant le dernier bout de la courbe et en le normalisant &agrave; une d&eacute;viation standard, Courtillot gonfle la variabilit&eacute; et rend la corr&eacute;lation meilleure qu&#8217;elle ne le serait en utilisant la totalit&eacute; de la courbe. Comme morceau de manipulation trompeuse de donn&eacute;es, celui-ci doit rejoindre dans les tr&eacute;fonds de l&#8217;Histoire le lissage s&eacute;lectif utilis&eacute; pour certains enregistrements solaires, comme discut&eacute; par Damon et Laut dans leur critique des travaux danois sur le soleil. Maintenant, dans sa <a href=\"http:\/\/www.sciencedirect.com\/science?_ob=ArticleURL&#038;_udi=B6V61-4PTW4VF-5&#038;_user=10&#038;_coverDate=10%2F05%2F2007&#038;_alid=655803944&#038;_rdoc=2&#038;_fmt=summary&#038;_orig=search&#038;_cdi=5801&#038;_sort=d&#038;_docanchor=&#038;view=c&#038;_ct=45&#038;_acct=C000050221&#038;_version=1&#038;_urlVersion=0&#038;_userid=10&#038;md5=22e855891b65761b351e14b561648d0d\">r&eacute;ponse<\/a> &agrave; Bard et Delaygue (il y a toujours une R&eacute;ponse &agrave; un Commentaire), Courtillot s&#8217;enfonce encore un peu plus. Il d&eacute;clare que la raison pour laquelle il a utilis&eacute; une s&eacute;rie solaire tronqu&eacute;e est que les donn&eacute;es ne proviennent pas de Solanki (comme sugg&eacute;r&eacute; dans le papier) mais en fait de sorties du mod&egrave;le SOLAR2000 de Tobiska. Le papier de Tobiska n&#8217;est m&ecirc;me pas cit&eacute; par Courtillot <i>et al<\/i>. (2007), alors que Solanki (2002) y est cit&eacute; comme dans les papiers pr&eacute;c&eacute;dents de ces auteurs sur des sujets similaires. Il n&#8217;y a aucune raison valable pour utiliser SOLAR2000 dans une &eacute;tude comme celle tent&eacute;e par <i>Courtillot et al<\/i>. car, comme le notent Bard et Delaygue, le mod&egrave;le SOLAR2000 est limit&eacute; &agrave; la petite fraction ultraviolette du spectre solaire, ce qui n&#8217;en fait pas le bon choix, sauf si on s&#8217;int&eacute;resse explicitement &agrave; des ph&eacute;nom&egrave;nes li&eacute;s au for&ccedil;age des ultraviolets (voir <a href=\"http:\/\/www.agu.org\/pubs\/crossref\/2002\/2001JA000137.shtml\"> Lean, 2002<\/a>). On peut penser que Courtillot et al. sont all&eacute;s p&ecirc;cher ces donn&eacute;es dans la mare la plus proche, parce que c&#8217;&eacute;tait la premi&egrave;re courbe trouv&eacute;e qui leur donnait quelque excuse pour tronquer l&#8217;enregistrement de fa&ccedil;on &agrave; obtenir le r&eacute;sultat voulu.<\/p>\n<p>Bard et Delaygue ont remarqu&eacute; autre chose d&#8217;&eacute;trange. La courbe &quot;Tglobe&quot; de Courtillot ne ressemble pas vraiment &agrave; celle publi&eacute;e par Phil Jones. La courbe de Phil Jones, provenant de ses vrais fichiers de donn&eacute;es, est repr&eacute;sent&eacute;e dans la version corrig&eacute;e par Bard et Delaygue de la figure. Ils ont &eacute;galement ajout&eacute; la reconstitution de la NASA pour comparer. Ces deux courbes sont en accord, mais aucune ne montre la succession rapide de r&eacute;chauffement\/refroidissement entre 1940 et 1970 visible sur la figure de Courtillot. Alors si les donn&eacute;es de Courtillot ne sont pas les temp&eacute;ratures moyennes globales de Phil Jones, qu&#8217;est-ce-que Courtillot a repr&eacute;sent&eacute;&nbsp;? Nous ne le saurons peut-&ecirc;tre jamais. Dans sa r&eacute;ponse &agrave; Bard et Delaygue, Courtillot assure que ses donn&eacute;es proviennent d&#8217;un fichier nomm&eacute;&nbsp;: <tt>monthly_land_and_ocean_90S_90N_df_1901-2001mean_dat.txt<\/tt>. Bard et Delaygue soulignent cependant que Phil Jones n&#8217;a connaissance d&#8217;aucun fichier de la sorte dans sa base de donn&eacute;es, et ne reconnait dans la suppos&eacute;e courbe &quot;Tglobe&quot; aucune version de la temp&eacute;rature moyenne globale que son groupe ait pu produire.<\/p>\n<p>Quelle que soit l&#8217;origine des suppos&eacute;es donn&eacute;es de &quot;Tglobe&quot; utilis&eacute;es dans le papier de Courtillot <i>et al<\/i>., il n&#8217;y a aucune raison valable -dans un papier publi&eacute; en 2007- pour tronquer la s&eacute;rie de temp&eacute;ratures en 1992 comme ils l&#8217;ont fait. Il y a, cependant, une tr&egrave;s bonne raison ill&eacute;gitime, dans le fait que tronquer cette courbe de la sorte aide &agrave; cacher l&#8217;amplitude de la tendance au lecteur, ainsi qu&#8217;&agrave; raccourcir la p&eacute;riode pendant laquelle la discordance entre l&#8217;activit&eacute; solaire et la temp&eacute;rature est la plus flagrante.<\/p>\n<p>Dans le graphe corrig&eacute;, Bard et Delaygue repr&eacute;sentent &eacute;galement l&#8217;index g&eacute;omagn&eacute;tique &quot;<i>aa<\/i>&quot;. C&#8217;est un index bas&eacute; sur deux stations situ&eacute;es aux antipodes, index qui se trouve bien corr&eacute;l&eacute; avec la variabilit&eacute; g&eacute;omagn&eacute;tique globale estim&eacute;e &agrave; partir d&#8217;un r&eacute;seau plus large de stations. On peut montrer que si on s&#8217;int&eacute;resse aux temp&eacute;ratures moyennes globales, l&#8217;index <i>aa<\/i> repr&eacute;sente une meilleure base de comparaison que les enregistrements de station unique situ&eacute;e &agrave; haute latitude nord utilis&eacute;s par Courtillot. Notez que l&#8217;index <i>aa<\/i> suit bien l&#8217;irradiance solaire de Solanki, &agrave; la diff&eacute;rence des mesures de station unique.<\/p>\n<p>Dans le graphe corrig&eacute;, Tglobe, <i>aa<\/i> et S(t) se suivent en augmentant de 1900 &agrave; 1940, mais notez que les gaz &agrave; effet de serre augmentent aussi de fa&ccedil;on monotone sur cette p&eacute;riode, et apr&egrave;s bien s&ucirc;r. Une attribution purement statistique pourrait imputer presque tous les changements entre 1900 et 1940 &agrave; la variabilit&eacute; solaire ou magn&eacute;tique, mais la m&ecirc;me technique pourrait les imputer aux gaz &agrave; effet de serre. Seule la physique permet de trancher sur cette responsabilit&eacute;. Cependant, depuis 1940, il n&#8217;y a pas la moindre apparence de corr&eacute;lation entre Tglobe et S(t) ni avec aucun des indices magn&eacute;tiques. L&#8217;index solaire et l&#8217;index <i>aa<\/i> pr&eacute;sentent tous deux une bosse vers 1950, alors que la temp&eacute;rature est constante ou en diminution. L&#8217;analyse erron&eacute;e de Courtillot repousse, elle, l&#8217;absence de corr&eacute;lation jusqu&#8217;en 1985.<\/p>\n<p>Entre le &#8216;show&#8217; embarrassant lors des d&eacute;bats &agrave; l&#8217;Acad&eacute;mie et le pastiche de science expos&eacute; par Bard et Delaygue avec le papier d&#8217;<i>EPSL<\/i>, vous penseriez que Courtillot serait &agrave; la recherche du plus proche trou de souris pour s&#8217;y cacher. Bien loin de cela, il a &eacute;t&eacute; aper&ccedil;u r&eacute;cemment donnant une pr&eacute;sentation au titre de &quot;Quel r&eacute;chauffement climatique&nbsp;?&quot; &agrave;  <a href=\"http:\/\/www.espci.fr\/actu\/espci125\/pgm0011.htm\">cet &eacute;v&eacute;nement prestigieux<\/a> regroupant de nombreux physiciens et chimistes de renom. Certaines personnes ne connaissent pas la honte.<\/p>\n<h3>Postlude&nbsp;: de l&#8217;or et du plomb<\/h3>\n<p>Bard et Delaygue concluent avec une figure, reproduite ci-dessous, qui illustre bien ce que nous disons depuis des ann&eacute;es &agrave; RealClimate. Sur cette figure ils ont repr&eacute;sent&eacute; la temp&eacute;rature moyenne globale de Phil Jones avec un index global magn&eacute;tique (l&#8217;index <i>aa<\/i>), un index du flux de rayons cosmiques (Climax), et la s&eacute;rie composite PMOD des mesures satellitaires de l&#8217;irradiance solaire. Ces courbes sont moins liss&eacute;es que celles du graphe pr&eacute;c&eacute;dent. La variabilit&eacute; inter-annuelle de la temp&eacute;rature est li&eacute;e &agrave; des causes naturelles comme les &eacute;ruptions volcaniques majeures, les &eacute;v&eacute;nements ENSO, et la variabilit&eacute; solaire. Cependant, seule la courbe Tglobe est caract&eacute;ris&eacute;e par une tendance &agrave; l&#8217;augmentation tr&egrave;s significative -une tendance qui ne peut &ecirc;tre expliqu&eacute;e par ces causes naturelles.<\/p>\n<p><img decoding=\"async\" data-src=\"\/BD3.jpg\" alt=\"\" height=\"538\" width=\"574\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 574px; --smush-placeholder-aspect-ratio: 574\/538;\" \/><\/p>\n<p>R&eacute;p&eacute;tez-le trois fois chaque soir avant d&#8217;aller vous coucher&nbsp;: <i>la temp&eacute;rature augmente. L&#8217;influence solaire monte et descend, monte et descend, monte et descend. <\/i>  Vous ne pouvez pas plus transformer &ccedil;a en une tendance que faire de l&#8217;or &agrave; partir du plomb.<\/p>\n<h3>Une note ajout&eacute;e aux &eacute;preuves, concernant la &quot;Note ajout&eacute;e aux &eacute;preuves&quot;<\/h3>\n<p>La discussion ci-dessus &eacute;tait bas&eacute;e sur les versions du Commentaire de Bard et Delaygue et de la R&eacute;ponse de Courtillot telles qu&#8217;elles &eacute;taient disponibles sur le site Internet de Elsevier jusqu&#8217;au 15 d&eacute;cembre. Depuis le moment de son &eacute;criture, des changements &eacute;tranges ont eu lieu sous la direction de l&#8217;Editeur responsable, Robert van der Hilst du MIT. Il a effac&eacute; la &quot;Note ajout&eacute;e aux &eacute;preuves&quot; de la version finale du Commentaire de Bard et Delaygue. Bard et Delaygue ne l&#8217;ont d&eacute;couvert qu&#8217;en recevant les &eacute;preuves de leur Commentaire. Ce qui est encore plus d&eacute;rangeant est que van der Hilst a autoris&eacute; Courtillot &agrave; modifier le texte de sa R&eacute;ponse en se basant sur ce que Bard et Delaygue ont &eacute;crit dans la &quot;Note ajout&eacute;e aux &eacute;preuves&quot; maintenant effac&eacute;e. Bard et Delaygue n&#8217;ont eu aucune possibilit&eacute; de voir ou de commenter ces changements. J&#8217;ai laiss&eacute; la discussion ci-dessus comme elle l&#8217;&eacute;tait, afin que le lecteur puisse se faire une meilleure opinion de cette &eacute;trange histoire de succession commentaire\/r&eacute;ponse.<\/p>\n<p>Dans la version r&eacute;vis&eacute;e de sa &quot;R&eacute;ponse&quot;, Courtillot admet maintenant que la s&eacute;rie de temp&eacute;rature appel&eacute;e &quot;Tglobe&quot; ne provient d&#8217;aucune base de donn&eacute;es de Phil Jones. Courtillot d&eacute;clare maintenant que ses donn&eacute;es proviennent d&#8217;une &eacute;tude de Briffa <i>et al<\/i>. (2001), en indiquant l&#8217;adresse sur Internet du fichier entrepos&eacute; au NCDC. Comme sp&eacute;cifi&eacute; dans cette &eacute;tude ainsi qu&#8217;en ent&ecirc;te du fichier, les donn&eacute;es ont &eacute;t&eacute; &#8220;recalibr&eacute;es pour estimer les temp&eacute;ratures moyennes d&#8217;avril &agrave; septembre pour les r&eacute;gions continentales situ&eacute;es au nord de 20&#176;N&#8221;. Les donn&eacute;es de temp&eacute;rature utilis&eacute;es par Courtillot ne correspondent donc absolument pas &agrave; Tglobe, ne repr&eacute;sentent pas l&#8217;h&eacute;misph&egrave;re enti&egrave;re, et de plus ce ne sont m&ecirc;me pas des moyennes annuelles.<\/p>\n<p>Rob van der Hilst &#8212; ancien visiteur de l&#8217;IPGP (l&#8217;institution de Courtillot)&#8211; assure que ces modifications ont &eacute;t&eacute; faites dans l&#8217;int&eacute;r&ecirc;t de la communication scientifique. Je laisse au lecteur juger si ces actions ont &eacute;t&eacute; appropri&eacute;es, ou si elles n&#8217;ont &eacute;t&eacute; qu&#8217;une tentative pour tirer Courtillot de l&#8217;embarras.  Dans l&#8217;int&eacute;r&ecirc;t de la communication scientifique, j&#8217;annexe ci-dessous le texte entier de la &quot;Note ajout&eacute;e aux &eacute;preuves&quot; qui a &eacute;t&eacute; enlev&eacute;e du Commentaire de Bard et Delaygue&nbsp;:<\/p>\n<hr width=\"70%\"\/>\n<p>Note ajout&eacute;e aux &eacute;preuves&nbsp;:<\/p>\n<p>Dans leur R&eacute;ponse &agrave; notre Commentaire, Courtillot <i>et al<\/i>. d&eacute;clarent que pour la courbe d&#8217;irradiance totale S(t) ils ont utilis&eacute; le produit du mod&egrave;le SOLAR2000 de Tobiska (2001) au lieu de la s&eacute;rie de plus d&#8217;un si&egrave;cle de Solanki (2002) cit&eacute;e dans leur papier original (Courtillot <i>et al<\/i>. 2007). Cependant, le mod&egrave;le SOLAR2000 est restreint &agrave; la composante UV et leur irradiance solaire totale est fortement biais&eacute;e, comme soulign&eacute; par Lean (2002).<\/p>\n<p>Pour la courbe de temp&eacute;rature globale Tglobe, cit&eacute;e comme &eacute;tant de Jones <i>et al<\/i>. (1999) dans Courtillot <i>et al<\/i>. (2007), ces derniers d&eacute;clarent maintenant dans leur r&eacute;ponse qu&#8217;ils ont utilis&eacute; le fichier de donn&eacute;es suivant&nbsp;: <tt>monthly_land_and_ocean_90S_90N_df_19012001mean_dat.txt<\/tt>. Nous n&#8217;avons pu trouver ce fichier, m&ecirc;me en contactant son auteur pr&eacute;sum&eacute; qui nous a sp&eacute;cifiquement d&eacute;clar&eacute; qu&#8217;il ne s&#8217;agissait pas de l&#8217;un de ses fichiers (Dr. Philip D. Jones, communication &eacute;crite dat&eacute;e du 23 oct. 2007).<\/p>\n<p>Tobiska, W. K. 2001, Validating the solar EUV proxy, E10.7, J. Geophys. Res. 106, 29,969-29,978.<\/p>\n<p>Lean, J.L., 2002. Comment on &#8221;Validating the solar EUV proxy, E10.7&#8221; by W. K. Tobiska. J. Geophys. Res. 107, (A2), 1027, DOI: 10.1029\/2001JA000137.<\/p>\n<p><\/lang_fr><\/p>\n<!-- kcite active, but no citations found -->\n<\/div> <!-- kcite-section 504 -->","protected":false},"excerpt":{"rendered":"<p>This article continues the critique of writings on climate change by All&egrave;gre and Courtillot, started in Part I . If you would like to read either post in French, please click on the flag icon beside the post title above. Cet article poursuit la critique des &eacute;crits sur le climat d&#8217;All&egrave;gre et Courtillot, commenc&eacute;e dans [&hellip;]<\/p>\n","protected":false},"author":43,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-504","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-climate-science","7":"entry"},"aioseo_notices":[],"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/504","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/users\/43"}],"replies":[{"embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/comments?post=504"}],"version-history":[{"count":1,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/504\/revisions"}],"predecessor-version":[{"id":10231,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/posts\/504\/revisions\/10231"}],"wp:attachment":[{"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/media?parent=504"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/categories?post=504"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.realclimate.org\/index.php\/wp-json\/wp\/v2\/tags?post=504"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}