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  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Laguna Aculeo Lake Sediment Summer Temperature Reconstruction, PAGES LOTRED-SA Version</dc:title>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">von Gunten, L.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">von Gunten, L.</dc:creator>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Air Temperature Reconstruction</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">PAGES 2k Network</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/climate reconstructions|paleolimnology (temperature,null,null,degree Celsius,Dec-Feb,climate reconstructions|paleolimnology,filtered,null,N,5-year triangular filter; based on sediment pigment)</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/climate reconstructions|paleolimnology (temperature,null,null,degree Celsius,Dec-Feb,climate reconstructions|paleolimnology,filtered,null,N,5-year triangular filter; based on sediment pigment; scaling approach)</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/climate reconstructions|paleolimnology (temperature,null,null,degree Celsius,Dec-Feb,climate reconstructions|paleolimnology,filtered,null,N,3-year triangular filter; based on sediment pigment; scaling approach)</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/climate reconstructions|paleolimnology (temperature,null,null,degree Celsius,Dec-Feb,climate reconstructions|paleolimnology,filtered,null,N,3-year triangular filter; based on sediment pigment)</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/paleolimnology</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows"> (Laguna Aculeo&gt;LATITUDE -33.83&gt;LONGITUDE -70.9)</dc:subject>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">We statistically reconstruct austral summer (winter) surface air 
temperature fields back to ad 900 (1706) using 22 (20) annually 
resolved predictors from natural and human archives from southern 
South America (SSA). This represents the first regional-scale 
climate field reconstruction for parts of the Southern Hemisphere 
at this high temporal resolution. We apply three different 
reconstruction techniques: multivariate principal component 
regression, composite plus scaling, and regularized expectation 
maximization. There is generally good agreement between the results 
of the three methods on interannual and decadal timescales. 
The field reconstructions allow us to describe differences 
and similarities in the temperature evolution of different 
sub-regions of SSA. The reconstructed SSA mean summer temperatures 
between 900 and 1350 are mostly above the 1901–1995 climatology. 
After 1350, we reconstruct a sharp transition to colder conditions, 
which last until approximately 1700. The summers in the eighteenth 
century are relatively warm with a subsequent cold relapse peaking 
around 1850. In the twentieth century, summer temperatures reach 
conditions similar to earlier warm periods. The winter temperatures 
in the eighteenth and nineteenth centuries were mostly below the 
twentieth century average. The uncertainties of our reconstructions 
are generally largest in the eastern lowlands of SSA, where the 
coverage with proxy data is poorest. Verifications with independent 
summer temperature proxies and instrumental measurements suggest 
that the interannual and multi-decadal variations of SSA temperatures 
are well captured by our reconstructions. This new dataset can be 
used for data/model comparison and data assimilation as well as 
for detection and attribution studies at sub-continental scales. 
 
          STUDY NOTES: Uploaded by R. Neukom, data obtained from NOAA Paleo-DB.</dc:description>
  <dc:publisher xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">NCDC-Paleoclimatology</dc:publisher>
  <dc:publisher xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www.ncdc.noaa.gov/data-access/paleoclimatology-data - Bauer Bruce</dc:publisher>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : von Gunten, L.</dc:contributor>
  <dc:date xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">2013-01-29</dc:date>
  <dc:type xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">ONLINE Files</dc:type>
  <dc:format xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">online, ASCII</dc:format>
  <dc:identifier xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www.ncdc.noaa.gov/paleo/study/1003957</dc:identifier>
  <dc:identifier xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/southamerica/chile/aculeo2009.txt</dc:identifier>
  <dc:identifier xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/reconstructions/pages2k/lotred-sa2k/Laguna_Aculeo.txt</dc:identifier>
  <dc:source xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/southamerica/chile/aculeo2009.txt</dc:source>
  <dc:source xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/reconstructions/pages2k/lotred-sa2k/Laguna_Aculeo.txt</dc:source>
  <dc:language xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">English</dc:language>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www.ncdc.noaa.gov/paleo/study/1003957</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/southamerica/chile/aculeo2009.txt</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">https://www1.ncdc.noaa.gov/pub/data/paleo/reconstructions/pages2k/lotred-sa2k/Laguna_Aculeo.txt</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Neukom, R., J. Luterbacher, R. Villalba, M. Küttel, D. Frank, 
P.D. Jones, M. Grosjean, H. Wanner, J.-C. Aravena, D.E. Black, 
D.A. Christie, R. D&apos;Arrigo, A. Lara, M. Morales, C. Soliz-Gamboa, 
A. Srur, R. Urrutia, and L. von Gunten. 2010.
Multiproxy summer and winter surface air temperature field 
reconstructions for southern South America covering the past centuries. 
Climate Dynamics, Online First March 28, 2010, 
DOI: 10.1007/s00382-010-0793-3
</dc:relation>
  <dc:coverage xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">START YEAR: 856 AD  * END YEAR: 1997 AD</dc:coverage>
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