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	<title>Comments on: Hansen and Bracket Fatigue</title>
	<atom:link href="http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/feed/" rel="self" type="application/rss+xml" />
	<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/</link>
	<description>by Steve McIntyre</description>
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		<title>By: Willis Eschenbach</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65530</link>
		<dc:creator><![CDATA[Willis Eschenbach]]></dc:creator>
		<pubDate>Wed, 04 Oct 2006 07:02:08 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65530</guid>
		<description><![CDATA[#24, Steve M., sorry, no script, for most things I use Excel because by the time I could get the R script written, I have the results and graphs done in Excel and have written the post ... plus I have better control over the graphics. R is wonderful, don&#039;t get me wrong, and I wish I knew it better, but that&#039;s how it is. I have a number of special-purpose functions I&#039;ve written in Excel, and can drive it very fast, so I use it most of the time.

Also ... thanks for putting together and riding herd on this wonderful blog.

w.]]></description>
		<content:encoded><![CDATA[<p>#24, Steve M., sorry, no script, for most things I use Excel because by the time I could get the R script written, I have the results and graphs done in Excel and have written the post &#8230; plus I have better control over the graphics. R is wonderful, don&#8217;t get me wrong, and I wish I knew it better, but that&#8217;s how it is. I have a number of special-purpose functions I&#8217;ve written in Excel, and can drive it very fast, so I use it most of the time.</p>
<p>Also &#8230; thanks for putting together and riding herd on this wonderful blog.</p>
<p>w.</p>
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		<title>By: Steve McIntyre</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65529</link>
		<dc:creator><![CDATA[Steve McIntyre]]></dc:creator>
		<pubDate>Wed, 04 Oct 2006 03:12:34 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65529</guid>
		<description><![CDATA[#22.  Willis, I agree with your reading of Dekens and will revise my comments.  I couldn&#039;t get the numbers to work when I tried a regression using the data in Dekens. Do you have your scirpt handy so that I can reconcile?]]></description>
		<content:encoded><![CDATA[<p>#22.  Willis, I agree with your reading of Dekens and will revise my comments.  I couldn&#8217;t get the numbers to work when I tried a regression using the data in Dekens. Do you have your scirpt handy so that I can reconcile?</p>
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		<title>By: David Stockwell</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65528</link>
		<dc:creator><![CDATA[David Stockwell]]></dc:creator>
		<pubDate>Wed, 04 Oct 2006 01:41:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65528</guid>
		<description><![CDATA[#22 That&#039;s great Willis.  Mine was a case of ready-fire-aim.  Your improved calibration seems to show that both early holocene and 100kyrBP temperatures could have been higher than the present, plus a whole raft of peaks, and make a significant impact on the Hanson claim.]]></description>
		<content:encoded><![CDATA[<p>#22 That&#8217;s great Willis.  Mine was a case of ready-fire-aim.  Your improved calibration seems to show that both early holocene and 100kyrBP temperatures could have been higher than the present, plus a whole raft of peaks, and make a significant impact on the Hanson claim.</p>
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	<item>
		<title>By: Willis Eschenbach</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65527</link>
		<dc:creator><![CDATA[Willis Eschenbach]]></dc:creator>
		<pubDate>Wed, 04 Oct 2006 00:31:13 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65527</guid>
		<description><![CDATA[MORE BRACKETS ...

Re 8, 9:

&lt;blockquote&gt;Is this the source of the 1.6C constant in the calibration equation of Dekens but not in yours?

the plankton maximum are about 2 deg C cooler than the surface Warm Pool.

If dissolution occurs at depth then surface temps wouldn&#039;t be such a factor.

glacial climates had lower dissolution rates

Comment by David Stockwell &quot;¢&#039;¬? 2 October 2006 @ 10:37 am

#8. 1.6 deg C - That makes a lot of sense although they didn&#039;t mention it. I&#039;ll try it that way and update the note.

Comment by Steve McIntyre &quot;¢&#039;¬? 2 October 2006 @ 10:44 am&lt;/blockquote&gt;

This is not the case. The 1.6° constant is to adjust for a difference between the Atlantic and the Pacific. Dekens says:

The resulting equation is:

Mg/Ca = 0.38 exp (0.09*(SST -0.61*core depth km))

for G. ruber, Atlantic and

Mg/Ca = 0.38 exp (0.09*(SST -0.61*core depth km) - 1.6 C ))

for G. ruber, Pacific ...


However, this is related to another problem. Steve M., you say,

&lt;blockquote&gt;Equation (8) follows logically from the literature, but the Dekens et al 2002 equation only appears possible by dropping a bracket or some other error in the simple algebra.&lt;/blockquote&gt;

Actually, Dekens has done something quite clever. He has done a multiple regression of the form

$latex SST = b_0 + b_1 X_1 + b_2 X_2 + b_3 X_2 X_3 + b_4 X_3 $

where Y is SST [Levitus and Boyer, 1994], X1 is ln(Mg/Ca), X2 is water depth of sediment (km), and X3 is 0 if the core is in the Atlantic or 1 if the core is in the Pacific. Regressing this gives coefficients that match the data best. Investigation showed that the b3X1X2 term was very small, so he was left (for the Pacific) with

$latex SST = b_0 + b_1 ln(\frac{Mg}{Ca}) + b_2 Depth + constant $

This resolves to the formula he gave. It appears that the similarity between the 0.61 and the 0.58 was coincidental.

However, there&#039;s more to the story. I examined the Figure 5 you showed above:

http://www.climateaudit.org/wp-images/lea.ht24.jpg

I noticed that there&#039;s a whole raft of species in there, whereas Lea only used G. ruber (white). So I went back to the Anand study referred to in Figure 5. Anand breaks it down into spinous species, which includes G. Ruber, and non-spinous species. His formula for the spinous species is

Mg/Ca = 0.58 e (0.075 * SST)

Note the difference between that and the formula for all species, with coefficients 0.38 and 0.9 respectively.

I took the G. ruber (white) data alone, and regressed the best match for that. Here are the results:



Note that the Lea and the Dekens results are very similar. This may be why, despite the advance, Lea continued to use his formula. However, neither one is a very good match to the G. ruber data. I show the best match. I then took the best match, and regressed it on the Dekens formula to find the correct depth adjustment. Using that formula gives the following results on the Lea data.



Note that the Dekens and Lea data are quite close. The Best Match results reflect the slightly different slope due to the improved match with the G. ruber data alone, and thus have a slightly wider spread. In this regard, it is worth noting that Lea commented that his results did not show as wide a spread as expected, saying

&lt;blockquote&gt;SSTs for glacial MIS 2 and MIS 6 determined
from OJP Hole 806B Mg/Ca data are
;3°C colder than modern values, compared to
the 6°C cooling estimate determined from Sr/
Ca of corals from the western tropical Pacific
and dated to the Younger Dryas interval and
termination II (6, 38).&lt;/blockquote&gt;

Finally, a conundrum. I looked at the sedimentation rate at the OJP806 site. Here&#039;s Lea&#039;s figures:



Does that make sense to you? Look at the area about 250,000 years ago. Is it reasonable that the sedimentation rate would stay absolutely stable (within the limits of resolution) for tens of thousands of years, and then increase threefold in only 800 years? I don&#039;t think so ... but what do I know?

w.]]></description>
		<content:encoded><![CDATA[<p>MORE BRACKETS &#8230;</p>
<p>Re 8, 9:</p>
<blockquote><p>Is this the source of the 1.6C constant in the calibration equation of Dekens but not in yours?</p>
<p>the plankton maximum are about 2 deg C cooler than the surface Warm Pool.</p>
<p>If dissolution occurs at depth then surface temps wouldn&#8217;t be such a factor.</p>
<p>glacial climates had lower dissolution rates</p>
<p>Comment by David Stockwell &#8220;¢&#8217;¬? 2 October 2006 @ 10:37 am</p>
<p>#8. 1.6 deg C &#8211; That makes a lot of sense although they didn&#8217;t mention it. I&#8217;ll try it that way and update the note.</p>
<p>Comment by Steve McIntyre &#8220;¢&#8217;¬? 2 October 2006 @ 10:44 am</p></blockquote>
<p>This is not the case. The 1.6° constant is to adjust for a difference between the Atlantic and the Pacific. Dekens says:</p>
<p>The resulting equation is:</p>
<p>Mg/Ca = 0.38 exp (0.09*(SST -0.61*core depth km))</p>
<p>for G. ruber, Atlantic and</p>
<p>Mg/Ca = 0.38 exp (0.09*(SST -0.61*core depth km) &#8211; 1.6 C ))</p>
<p>for G. ruber, Pacific &#8230;</p>
<p>However, this is related to another problem. Steve M., you say,</p>
<blockquote><p>Equation (8) follows logically from the literature, but the Dekens et al 2002 equation only appears possible by dropping a bracket or some other error in the simple algebra.</p></blockquote>
<p>Actually, Dekens has done something quite clever. He has done a multiple regression of the form</p>
<p><img src='http://s0.wp.com/latex.php?latex=SST+%3D+b_0+%2B+b_1+X_1+%2B+b_2+X_2+%2B+b_3+X_2+X_3+%2B+b_4+X_3+&amp;bg=ffffff&amp;fg=000&amp;s=0' alt='SST = b_0 + b_1 X_1 + b_2 X_2 + b_3 X_2 X_3 + b_4 X_3 ' title='SST = b_0 + b_1 X_1 + b_2 X_2 + b_3 X_2 X_3 + b_4 X_3 ' class='latex' /></p>
<p>where Y is SST [Levitus and Boyer, 1994], X1 is ln(Mg/Ca), X2 is water depth of sediment (km), and X3 is 0 if the core is in the Atlantic or 1 if the core is in the Pacific. Regressing this gives coefficients that match the data best. Investigation showed that the b3X1X2 term was very small, so he was left (for the Pacific) with</p>
<p><img src='http://s0.wp.com/latex.php?latex=SST+%3D+b_0+%2B+b_1+ln%28%5Cfrac%7BMg%7D%7BCa%7D%29+%2B+b_2+Depth+%2B+constant+&amp;bg=ffffff&amp;fg=000&amp;s=0' alt='SST = b_0 + b_1 ln(&#92;frac{Mg}{Ca}) + b_2 Depth + constant ' title='SST = b_0 + b_1 ln(&#92;frac{Mg}{Ca}) + b_2 Depth + constant ' class='latex' /></p>
<p>This resolves to the formula he gave. It appears that the similarity between the 0.61 and the 0.58 was coincidental.</p>
<p>However, there&#8217;s more to the story. I examined the Figure 5 you showed above:</p>
<p><a href="http://www.climateaudit.org/wp-images/lea.ht24.jpg" rel="nofollow">http://www.climateaudit.org/wp-images/lea.ht24.jpg</a></p>
<p>I noticed that there&#8217;s a whole raft of species in there, whereas Lea only used G. ruber (white). So I went back to the Anand study referred to in Figure 5. Anand breaks it down into spinous species, which includes G. Ruber, and non-spinous species. His formula for the spinous species is</p>
<p>Mg/Ca = 0.58 e (0.075 * SST)</p>
<p>Note the difference between that and the formula for all species, with coefficients 0.38 and 0.9 respectively.</p>
<p>I took the G. ruber (white) data alone, and regressed the best match for that. Here are the results:</p>
<p>Note that the Lea and the Dekens results are very similar. This may be why, despite the advance, Lea continued to use his formula. However, neither one is a very good match to the G. ruber data. I show the best match. I then took the best match, and regressed it on the Dekens formula to find the correct depth adjustment. Using that formula gives the following results on the Lea data.</p>
<p>Note that the Dekens and Lea data are quite close. The Best Match results reflect the slightly different slope due to the improved match with the G. ruber data alone, and thus have a slightly wider spread. In this regard, it is worth noting that Lea commented that his results did not show as wide a spread as expected, saying</p>
<blockquote><p>SSTs for glacial MIS 2 and MIS 6 determined<br />
from OJP Hole 806B Mg/Ca data are<br />
;3°C colder than modern values, compared to<br />
the 6°C cooling estimate determined from Sr/<br />
Ca of corals from the western tropical Pacific<br />
and dated to the Younger Dryas interval and<br />
termination II (6, 38).</p></blockquote>
<p>Finally, a conundrum. I looked at the sedimentation rate at the OJP806 site. Here&#8217;s Lea&#8217;s figures:</p>
<p>Does that make sense to you? Look at the area about 250,000 years ago. Is it reasonable that the sedimentation rate would stay absolutely stable (within the limits of resolution) for tens of thousands of years, and then increase threefold in only 800 years? I don&#8217;t think so &#8230; but what do I know?</p>
<p>w.</p>
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		<title>By: Hans Erren</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65526</link>
		<dc:creator><![CDATA[Hans Erren]]></dc:creator>
		<pubDate>Tue, 03 Oct 2006 20:19:49 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65526</guid>
		<description><![CDATA[I don&#039;t know if dolomitisation should be considered here, but as it is CaMg(CO3)2 here is a discussion how its formed:
http://www.jcdeelman.demon.nl/dolomite/files/07_Chapter1.pdf

from
http://www.jcdeelman.demon.nl/dolomite/bookprospectus.html]]></description>
		<content:encoded><![CDATA[<p>I don&#8217;t know if dolomitisation should be considered here, but as it is CaMg(CO3)2 here is a discussion how its formed:<br />
<a href="http://www.jcdeelman.demon.nl/dolomite/files/07_Chapter1.pdf" rel="nofollow">http://www.jcdeelman.demon.nl/dolomite/files/07_Chapter1.pdf</a></p>
<p>from<br />
<a href="http://www.jcdeelman.demon.nl/dolomite/bookprospectus.html" rel="nofollow">http://www.jcdeelman.demon.nl/dolomite/bookprospectus.html</a></p>
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		<title>By: Dave Dardinger</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65525</link>
		<dc:creator><![CDATA[Dave Dardinger]]></dc:creator>
		<pubDate>Tue, 03 Oct 2006 18:49:15 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65525</guid>
		<description><![CDATA[re: #19

Well, Calcium carbonate has a solubility in cold water of about .0015 while Magnesium carbonate has a solubility of .17 or roughly 100 times as great.  This is partly reflected in their relative concentrations in seawater on a molar basic where were magnesium is 6 times as common.  But that still means magnesium would be more likely to dissolve than calcium, other things being equal.  Though I notice there&#039;s one form of Magnesium carbonate which isn&#039;t nearly as soluble as the plain hydrate is.  Still, as time passed I&#039;d expect the ratio of magnesium to calcium to decline.

But as to the kinetics of the situation, I&#039;m not positive.  I don&#039;t seem to recall the thermodynamic equations which govern such things making a distinction between different compounds.  But there are lots of imponderables unless you look at a particular situation.  There might be a different rate-limiting step which would favor one compound&#039;s dissolving over another.  And the crystalline form could also be important.  And are the compounds co-mingled or do they form separate crystals?]]></description>
		<content:encoded><![CDATA[<p>re: #19</p>
<p>Well, Calcium carbonate has a solubility in cold water of about .0015 while Magnesium carbonate has a solubility of .17 or roughly 100 times as great.  This is partly reflected in their relative concentrations in seawater on a molar basic where were magnesium is 6 times as common.  But that still means magnesium would be more likely to dissolve than calcium, other things being equal.  Though I notice there&#8217;s one form of Magnesium carbonate which isn&#8217;t nearly as soluble as the plain hydrate is.  Still, as time passed I&#8217;d expect the ratio of magnesium to calcium to decline.</p>
<p>But as to the kinetics of the situation, I&#8217;m not positive.  I don&#8217;t seem to recall the thermodynamic equations which govern such things making a distinction between different compounds.  But there are lots of imponderables unless you look at a particular situation.  There might be a different rate-limiting step which would favor one compound&#8217;s dissolving over another.  And the crystalline form could also be important.  And are the compounds co-mingled or do they form separate crystals?</p>
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		<title>By: Indur Goklany</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65524</link>
		<dc:creator><![CDATA[Indur Goklany]]></dc:creator>
		<pubDate>Tue, 03 Oct 2006 16:48:40 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65524</guid>
		<description><![CDATA[1. I know nothing about this stuff, but I&#039;m curious: Wouldn&#039;t the dissolution rates of Mg, Ca depend on temperature itself? Or is their dependence identical? Has this been accounted for? Would that bias the temperature readings in one direction or another? Even if the difference in temp dependence is minor, over time could this be significant?

2. BTW, without getting into religion, y&#039;all should adopt the motto supposedly enshrined in a plaque at NASA&#039;s Johnson Space Center: &quot;In God we trust. All else bring data.&quot;]]></description>
		<content:encoded><![CDATA[<p>1. I know nothing about this stuff, but I&#8217;m curious: Wouldn&#8217;t the dissolution rates of Mg, Ca depend on temperature itself? Or is their dependence identical? Has this been accounted for? Would that bias the temperature readings in one direction or another? Even if the difference in temp dependence is minor, over time could this be significant?</p>
<p>2. BTW, without getting into religion, y&#8217;all should adopt the motto supposedly enshrined in a plaque at NASA&#8217;s Johnson Space Center: &#8220;In God we trust. All else bring data.&#8221;</p>
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		<title>By: Steve Sadlov</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65523</link>
		<dc:creator><![CDATA[Steve Sadlov]]></dc:creator>
		<pubDate>Tue, 03 Oct 2006 15:57:39 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65523</guid>
		<description><![CDATA[RE: Plate 2 - the cool spikes got me to thinking / asking. Just how close is that site to the Strait of Malacca / Indian Ocean? The reason I ask is, in that area, the Indian Ocean is cooler than the Pacific. Is there an interaction between the two oceans impacting the data?]]></description>
		<content:encoded><![CDATA[<p>RE: Plate 2 &#8211; the cool spikes got me to thinking / asking. Just how close is that site to the Strait of Malacca / Indian Ocean? The reason I ask is, in that area, the Indian Ocean is cooler than the Pacific. Is there an interaction between the two oceans impacting the data?</p>
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		<title>By: Steve McIntyre</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65522</link>
		<dc:creator><![CDATA[Steve McIntyre]]></dc:creator>
		<pubDate>Mon, 02 Oct 2006 20:51:37 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65522</guid>
		<description><![CDATA[I saw a reference that dated the &quot;core tops&quot; to 4000-6000 BP, but will have to go back for the citation.  It doesn&#039;t make any sense that the core top actually is from the Holocene Optimum - why wouldn&#039;t there be any core for the last 4000 years, although there have been missing intervals from time to time in the past. The most detailed records are at WDCP - see the link in Data Digression.

The control on dissolution appears to be the pCO2 value as discussed in Dekens. But they don&#039;t know this column and depth is a &quot;proxy&quot; for pCO2.]]></description>
		<content:encoded><![CDATA[<p>I saw a reference that dated the &#8220;core tops&#8221; to 4000-6000 BP, but will have to go back for the citation.  It doesn&#8217;t make any sense that the core top actually is from the Holocene Optimum &#8211; why wouldn&#8217;t there be any core for the last 4000 years, although there have been missing intervals from time to time in the past. The most detailed records are at WDCP &#8211; see the link in Data Digression.</p>
<p>The control on dissolution appears to be the pCO2 value as discussed in Dekens. But they don&#8217;t know this column and depth is a &#8220;proxy&#8221; for pCO2.</p>
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		<title>By: Willis Eschenbach</title>
		<link>http://climateaudit.org/2006/10/01/hansen-and-bracket-fatigue/#comment-65521</link>
		<dc:creator><![CDATA[Willis Eschenbach]]></dc:creator>
		<pubDate>Mon, 02 Oct 2006 19:59:49 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=839#comment-65521</guid>
		<description><![CDATA[Whether or not Lea is comparing Holocene Mg/Ca with modern temperatures depends on the exact meaning of &quot;coretop&quot;. I was assuming that they separately sampled the very top of the ocean floor in the area, not the part a couple of hundred mm down which is the start of their Holocene record ... but they may actually mean the top of the core, which would be odd.

w..]]></description>
		<content:encoded><![CDATA[<p>Whether or not Lea is comparing Holocene Mg/Ca with modern temperatures depends on the exact meaning of &#8220;coretop&#8221;. I was assuming that they separately sampled the very top of the ocean floor in the area, not the part a couple of hundred mm down which is the start of their Holocene record &#8230; but they may actually mean the top of the core, which would be odd.</p>
<p>w..</p>
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