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	<title>Comments on: Antarctic Spatial Autocorrelation #1</title>
	<atom:link href="http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/feed/" rel="self" type="application/rss+xml" />
	<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/</link>
	<description>by Steve McIntyre</description>
	<lastBuildDate>Sat, 25 May 2013 02:28:25 +0000</lastBuildDate>
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	<item>
		<title>By: Kriging on a Geoid &#171; Climate Audit</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-240290</link>
		<dc:creator><![CDATA[Kriging on a Geoid &#171; Climate Audit]]></dc:creator>
		<pubDate>Thu, 26 Aug 2010 18:24:30 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-240290</guid>
		<description><![CDATA[[...] on CA. See, for starters, &#8220;Toeplitz Matrices and the Stahle Treering Network&#8221;, 3/22/08,  &#8220;Antarctic Spatial Autocorrelation #1&#8243;, 2/20/09, &#8220;Steig Eigenvectors and Chladni Patterns&#8221;, and follow-up [...]]]></description>
		<content:encoded><![CDATA[<p>[...] on CA. See, for starters, &#8220;Toeplitz Matrices and the Stahle Treering Network&#8221;, 3/22/08,  &#8220;Antarctic Spatial Autocorrelation #1&#8243;, 2/20/09, &#8220;Steig Eigenvectors and Chladni Patterns&#8221;, and follow-up [...]</p>
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	<item>
		<title>By: Geoff Sherrington</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177617</link>
		<dc:creator><![CDATA[Geoff Sherrington]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 23:11:01 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177617</guid>
		<description><![CDATA[Re: &lt;a href=&quot;#comment-329549&quot; rel=&quot;nofollow&quot;&gt;bender (#77)&lt;/a&gt;,

In other words, I think that the inclusion of months of mostly missing data at non-randon times has depressed the early years of GISS and given a false impression of a following increase. (Remember December is summer here). That is part of why I started my studies in 1968. But, as well, there is a difference point-to point in later years between BOM and GISS that is probably not from missing data, especially post 1995 (AWS). I&#039;d like GISS to explain how these changes arose as I can see no pressing reason to change the BOM data. I tend towards indiscriminate, overall use of the mangler.]]></description>
		<content:encoded><![CDATA[<p>Re: <a href="#comment-329549" rel="nofollow">bender (#77)</a>,</p>
<p>In other words, I think that the inclusion of months of mostly missing data at non-randon times has depressed the early years of GISS and given a false impression of a following increase. (Remember December is summer here). That is part of why I started my studies in 1968. But, as well, there is a difference point-to point in later years between BOM and GISS that is probably not from missing data, especially post 1995 (AWS). I&#8217;d like GISS to explain how these changes arose as I can see no pressing reason to change the BOM data. I tend towards indiscriminate, overall use of the mangler.</p>
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	</item>
	<item>
		<title>By: Geoff Sherrington</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177616</link>
		<dc:creator><![CDATA[Geoff Sherrington]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 09:03:35 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177616</guid>
		<description><![CDATA[Re: &lt;a href=&quot;#comment-329549&quot; rel=&quot;nofollow&quot;&gt;bender (#77)&lt;/a&gt;,

Don&#039;t have the digital data for GISS. As explained elsewhere, there is some infilling in my data that negates sophisticated analysis.

The need for infilling can be shown for some of the early years I rejected:

YEAR	MONTH	DAY	Tmax	Tmin
1949	11	6	5.6	1.7
1949	11	7	3.9	0.6
1949	11	8
1949	11	9
1949	11	10
1949	11	11
1949	11	12
1949	11	13
1949	11	14
1949	11	15
1949	11	16
1949	11	17
1949	11	18
1949	11	19
1949	11	20
1949	11	21
1949	11	22
1949	11	23
1949	11	24
1949	11	25
1949	11	26
1949	11	27
1949	11	28
1949	11	29
1949	11	30	7.8	4.4
1949	12	1
1949	12	2
1949	12	3
1949	12	4
1949	12	5
1949	12	6
1949	12	7
1949	12	8
1949	12	9
1949	12	10
1949	12	11
1949	12	12
1949	12	13	7.8	4.4
1949	12	14	6.7	3.9
1949	12	15	6.7	2.8
1949	12	16
1949	12	17
1949	12	18	8.9	2.8
1949	12	19
1949	12	20
1949	12	21
1949	12	22
1949	12	23
1949	12	24
1949	12	25
1949	12	26
1949	12	27
1949	12	28
1949	12	29
1949	12	30
1949	12	31]]></description>
		<content:encoded><![CDATA[<p>Re: <a href="#comment-329549" rel="nofollow">bender (#77)</a>,</p>
<p>Don&#8217;t have the digital data for GISS. As explained elsewhere, there is some infilling in my data that negates sophisticated analysis.</p>
<p>The need for infilling can be shown for some of the early years I rejected:</p>
<p>YEAR	MONTH	DAY	Tmax	Tmin<br />
1949	11	6	5.6	1.7<br />
1949	11	7	3.9	0.6<br />
1949	11	8<br />
1949	11	9<br />
1949	11	10<br />
1949	11	11<br />
1949	11	12<br />
1949	11	13<br />
1949	11	14<br />
1949	11	15<br />
1949	11	16<br />
1949	11	17<br />
1949	11	18<br />
1949	11	19<br />
1949	11	20<br />
1949	11	21<br />
1949	11	22<br />
1949	11	23<br />
1949	11	24<br />
1949	11	25<br />
1949	11	26<br />
1949	11	27<br />
1949	11	28<br />
1949	11	29<br />
1949	11	30	7.8	4.4<br />
1949	12	1<br />
1949	12	2<br />
1949	12	3<br />
1949	12	4<br />
1949	12	5<br />
1949	12	6<br />
1949	12	7<br />
1949	12	8<br />
1949	12	9<br />
1949	12	10<br />
1949	12	11<br />
1949	12	12<br />
1949	12	13	7.8	4.4<br />
1949	12	14	6.7	3.9<br />
1949	12	15	6.7	2.8<br />
1949	12	16<br />
1949	12	17<br />
1949	12	18	8.9	2.8<br />
1949	12	19<br />
1949	12	20<br />
1949	12	21<br />
1949	12	22<br />
1949	12	23<br />
1949	12	24<br />
1949	12	25<br />
1949	12	26<br />
1949	12	27<br />
1949	12	28<br />
1949	12	29<br />
1949	12	30<br />
1949	12	31</p>
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	</item>
	<item>
		<title>By: bender</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177615</link>
		<dc:creator><![CDATA[bender]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 06:53:50 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177615</guid>
		<description><![CDATA[Re: &lt;a href=&quot;#comment-329548&quot; rel=&quot;nofollow&quot;&gt;bender (#76)&lt;/a&gt;,
Or post the data and I&#039;ll post an R script to do the analysis.]]></description>
		<content:encoded><![CDATA[<p>Re: <a href="#comment-329548" rel="nofollow">bender (#76)</a>,<br />
Or post the data and I&#8217;ll post an R script to do the analysis.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: bender</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177614</link>
		<dc:creator><![CDATA[bender]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 06:50:47 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177614</guid>
		<description><![CDATA[Re: &lt;a href=&quot;#comment-329521&quot; rel=&quot;nofollow&quot;&gt;Geoff Sherrington (#74)&lt;/a&gt;,

&lt;blockquote&gt;Giss shows about half a degree rise from 1951-2008. The Australia data show far less than this.&lt;/blockquote&gt;
Would you be willing to fit a quadratic to each series and report the statistics?]]></description>
		<content:encoded><![CDATA[<p>Re: <a href="#comment-329521" rel="nofollow">Geoff Sherrington (#74)</a>,</p>
<blockquote><p>Giss shows about half a degree rise from 1951-2008. The Australia data show far less than this.</p></blockquote>
<p>Would you be willing to fit a quadratic to each series and report the statistics?</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Alan Wilkinson</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177613</link>
		<dc:creator><![CDATA[Alan Wilkinson]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 03:17:58 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177613</guid>
		<description><![CDATA[Is there some reason to use an exponential decay for correlation over distance rather than the common inverse square relationship for flux dispersions?]]></description>
		<content:encoded><![CDATA[<p>Is there some reason to use an exponential decay for correlation over distance rather than the common inverse square relationship for flux dispersions?</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Geoff Sherrington</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177612</link>
		<dc:creator><![CDATA[Geoff Sherrington]]></dc:creator>
		<pubDate>Fri, 27 Feb 2009 01:44:36 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177612</guid>
		<description><![CDATA[Re: &lt;a href=&quot;#comment-329251&quot; rel=&quot;nofollow&quot;&gt;PaulM (#68)&lt;/a&gt;,

Re Macquarie Island.

Here is the GISS version for average annual temp, after application of GISS corrections.



What corrections are needed? It&#039;s about as rural as you can get: it&#039;s close to sea level: it has no other nearby relveant stations to corrupt its pure data; to my knowledge, it has has half-hourly automatic temp recording for some years; no lights. I can&#039;t see ANY corections are needed.

Giss shows about half a degree rise from 1951-2008. The Australia data show far less than this. (Data before 1951 are really full of missing values).


Calling NASA Goddard - what did you do to the data from BOM?]]></description>
		<content:encoded><![CDATA[<p>Re: <a href="#comment-329251" rel="nofollow">PaulM (#68)</a>,</p>
<p>Re Macquarie Island.</p>
<p>Here is the GISS version for average annual temp, after application of GISS corrections.</p>
<p>What corrections are needed? It&#8217;s about as rural as you can get: it&#8217;s close to sea level: it has no other nearby relveant stations to corrupt its pure data; to my knowledge, it has has half-hourly automatic temp recording for some years; no lights. I can&#8217;t see ANY corections are needed.</p>
<p>Giss shows about half a degree rise from 1951-2008. The Australia data show far less than this. (Data before 1951 are really full of missing values).</p>
<p>Calling NASA Goddard &#8211; what did you do to the data from BOM?</p>
]]></content:encoded>
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	<item>
		<title>By: Jeff Id</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177611</link>
		<dc:creator><![CDATA[Jeff Id]]></dc:creator>
		<pubDate>Wed, 25 Feb 2009 17:03:47 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177611</guid>
		<description><![CDATA[Let&#039;s try that again - operator error.

Re: &lt;a href=&quot;#comment-329252&quot; rel=&quot;nofollow&quot;&gt;Hu McCulloch (#69)&lt;/a&gt;,

I didn&#039;t do the AWS correlation by itself because of the limited data. You are right though, it would be interesting to see, I&#039;ll try to do something later.

If it wasn&#039;t clear, my point is that the non-reconstructed correlation of surface stations as plotted by SteveM shows reasonable de-correlation with distance.  There is enough data that the RegEM versions of the surface station retain similar &#039;appearing&#039; distance correlation to the original with a few outliers.  The AWS stations after RegEM on the other hand don&#039;t have enough data to retain a realistic correlation with distance resulting in what looks to me like a substantially blended trend.]]></description>
		<content:encoded><![CDATA[<p>Let&#8217;s try that again &#8211; operator error.</p>
<p>Re: <a href="#comment-329252" rel="nofollow">Hu McCulloch (#69)</a>,</p>
<p>I didn&#8217;t do the AWS correlation by itself because of the limited data. You are right though, it would be interesting to see, I&#8217;ll try to do something later.</p>
<p>If it wasn&#8217;t clear, my point is that the non-reconstructed correlation of surface stations as plotted by SteveM shows reasonable de-correlation with distance.  There is enough data that the RegEM versions of the surface station retain similar &#8216;appearing&#8217; distance correlation to the original with a few outliers.  The AWS stations after RegEM on the other hand don&#8217;t have enough data to retain a realistic correlation with distance resulting in what looks to me like a substantially blended trend.</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Hu McCulloch</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177610</link>
		<dc:creator><![CDATA[Hu McCulloch]]></dc:creator>
		<pubDate>Wed, 25 Feb 2009 16:59:04 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177610</guid>
		<description><![CDATA[RE Steve #42,

It might might be informative to compute manned station correlations by distance separately for Antarctic island pairs, continental pairs, and island/continental pairs.  I suspect that island stations pick up a lot of correlation from ocean currents that would not affect continental pairs.

(This would exclude, of course, the 5 temperate oceanic stations in #51 that didn&#039;t belong in this study, or at least put them in a separate category.)

RE #69, the same might be done for island vs continental AWS stations, but the data there is already so sparse this might not be informative.]]></description>
		<content:encoded><![CDATA[<p>RE Steve #42,</p>
<p>It might might be informative to compute manned station correlations by distance separately for Antarctic island pairs, continental pairs, and island/continental pairs.  I suspect that island stations pick up a lot of correlation from ocean currents that would not affect continental pairs.</p>
<p>(This would exclude, of course, the 5 temperate oceanic stations in #51 that didn&#8217;t belong in this study, or at least put them in a separate category.)</p>
<p>RE #69, the same might be done for island vs continental AWS stations, but the data there is already so sparse this might not be informative.</p>
]]></content:encoded>
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	<item>
		<title>By: Hu McCulloch</title>
		<link>http://climateaudit.org/2009/02/20/antarctic-spatial-autocorrelation-1/#comment-177609</link>
		<dc:creator><![CDATA[Hu McCulloch]]></dc:creator>
		<pubDate>Wed, 25 Feb 2009 16:46:19 +0000</pubDate>
		<guid isPermaLink="false">http://www.climateaudit.org/?p=5296#comment-177609</guid>
		<description><![CDATA[RE #69, or better yet, weight the monthly correlations by the number of DOF, n-2, so as to give monthly pairs with only 3 observations a weight of 1 rather than 3.  Then give station pairs different symbols depending on their total weight counts.]]></description>
		<content:encoded><![CDATA[<p>RE #69, or better yet, weight the monthly correlations by the number of DOF, n-2, so as to give monthly pairs with only 3 observations a weight of 1 rather than 3.  Then give station pairs different symbols depending on their total weight counts.</p>
]]></content:encoded>
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