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[S] References for late discovery of hole in the ozone layer due to "outlier" deletion

daemon@ATHENA.MIT.EDU (STEVEN.P.MILLARD)
Thu Sep 16 13:46:22 1999

Message-Id: <01BF002F.88042860.STEVEN.P.MILLARD@prodigy.net>
From: "STEVEN.P.MILLARD" <STEVEN.P.MILLARD@prodigy.net>
Reply-To: "smillard@probstatinfo.com" <smillard@probstatinfo.com>
To: "S-news (E-mail)" <s-news@wubios.wustl.edu>
Cc: "'Keith Dixon'" <kd@gfdl.gov>, "'Gene Felber'" <gfelber@rxttm.com>,
        "'Yonnie'"
	 <yonnie@statsci.com>,
        "'Edward Malthouse'"
	 <ecm@casbah.acns.nwu.edu>,
        "'Christmann, Andreas'"
	 <A.Christmann@HRZ.Uni-Dortmund.DE>,
        "'Elaine Florio'"
	 <eflorio@jhsph.edu>
Date: Thu, 16 Sep 1999 09:46:50 -0700
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Hello Everyone,

Thanks so much for your quick replies to my query about a reference 
citing the delayed discovery of the hole in the ozone layer over 
Antarctica due to software that automatically deleted "outliers".  Anne 
York's response reminded me that NOVA had a program on the ozone hole 
quite a few years ago, and now I'm thinking that is where I first heard 
about the "outlier" deletion episode.


Thanks to Gene D. Felber for pointing out the URL 
http://curriculum.qed.qld.gov.au/kla/eda/ozone.htm which gives a brief 
overview of this exact topic!!


Also thanks to Keith Dixon, who wrote:


I believe that the reference is...
Stolarski, R.S., A.J. Krueger, M.R. Schoeberl, R.D. McPeters, P.A. 
Newman, and J.C. Alpert. 1986. Nimbus 7 satellite measurements of the 
springtime Antarctic ozone decrease. Nature 322:808-811.
On his web page on "DATA QUALITY CONTROL / QUALITY ASSURANCE" Don 
Edwards of the Department of Statistics, University of South Carolina 
describes it as "One of the most famous data QA/QC blunders occurred 
when NASA computers were programmed to delete satellite observations of 
ozone concentrations below a specified level, and thus failed to 
discover the "ozone hole" over the south pole (Stolarski et al. 1986)."
  http://www.lternet.edu/ecoinformatics/guide/edwards.fv4.htm
NASA's fact sheets usually omit any direct reference to the outlier 
problem.  On one hand, they'll say "Since the launch of the first TOMS 
aboard the Nimbus-7 polar-orbiting satellite in 1978, NASA has provided 
scientists with reliable, high-resolution daily maps of global ozone 
levels."  Yet they also note, "The ozone hole was discovered through 
British ground-based observations in the mid-1980s, but analysis of 
TOMS data indicates it has existed since at least 1979." It is left for 
the reader to deduce why the "reliable, high-resolution daily maps" 
that NASA was getting since 1978 didn't discover the ozone hole 
earlier.
  http://pao.gsfc.nasa.gov/gsfc/service/gallery/fact_sheets/earthsci  
/ozonestu.htm
Hope that helps,
----------------------------------------------------------------------
 Keith W. Dixon                        _______ _______ ______  _
 E-mail: kd@gfdl.gov                  (_______|_______|______)(_)
 URL:    http://www.gfdl.gov/~kd/     Geophysical Fluid Dynamics Lab
 Postal Address: NOAA/GFDL,           | | (_  |  ___) | |   | | |
   P.O. Box 308, Princeton, NJ 08542  | |___) | |     | |__/ /| |_____
 ------------------------------------  \_____/|_|     |_____/ |_______)




Sincerely,

--Steve M.

  _____________
  |    ***    |  Steven P. Millard, Ph.D.
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  | *   *   * |  P robability,      TEL:    206-528-4877
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