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  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Lake Silvaplana, Switzerland 765 Year Summer Temperature Reconstruction</dc:title>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M.; Grosjean, M.; Larocque-Tobler, I.; Schwikowski, M.; Blass, A.; Sturm, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Grosjean, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Larocque-Tobler, I.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Schwikowski, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Blass, A.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Sturm, M.</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">Medieval Climate Anomaly (MCA)</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|insect|paleolimnology (surface temperature,midge assemblage,null,degree Celsius,Jun-Aug,climate reconstructions|insect|paleolimnology,filtered,null,N,9-100 year band pass filtered; based on chironomids and biogenic silica)</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|insect|paleolimnology (surface temperature,midge assemblage,null,degree Celsius,Jun-Aug,climate reconstructions|insect|paleolimnology,anomalized|filtered,null,N,9-100 year band pass filtered; anomalized with respect to 1961-1990 AD; based on chironomids and biogenic silica)</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|insect|paleolimnology (age,null,null,year Common Era,null,climate reconstructions|insect|paleolimnology,null,null,N,null)</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">earth science/paleoclimate/paleolimnology</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"> (Lake Silvaplana&gt;LATITUDE 46.45&gt;LONGITUDE 9.8)</dc:subject>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">High-resolution quantitative temperature records are needed for 
placing the recent warming into the context of long-term natural 
climate variability. In this study we present a quantitative 
high-resolution (9-year) summer (June-August) temperature 
reconstruction back to AD 1177 for the south-eastern Swiss Alps. 
This region is a good predictor for summer temperatures in large 
parts of western and central Europe. Our reconstruction is based 
on a combination of the high-frequency component of annually 
resolved biogenic silica (bSi flux) data and the low-frequency 
component of decadal chironomid-inferred temperatures from annually 
laminated well dated sediments (varves) from proglacial Lake Silvaplana, 
eastern Swiss Alps.  For the calibration (period AD 1760-1949) we 
assess systematically the effects of six different regression methods 
(Type I regressions: Inverse Regression IR, Inverse Prediction IP, 
Generalised Least Squares GLS; Type II regressions: Major Axis MA, 
Ranged Major Axis RMA and Standard Major Axis SMA) with regard to 
the predicted amplitude and the calibration statistics such as 
root-mean-square error of prediction (RMSEP), reduction of error (RE) 
and coefficient of efficiency (CE). We found a trade-off in the 
regression model choice between a good representation of the amplitude
and good calibration statistics. The band-pass filtered bSi flux record 
is in close agreement both in the structure and the amplitude with two 
fully independent reconstructions spanning back to AD 1500 and AD 1177, 
respectively. All known pulses of negative volcanic forcing are 
represented as cold anomalies in the bSi flux record. Volcanic pulses 
combined with low solar activity (Spörer and Maunder Minimum) are seen 
as particularly cold episodes around AD 1460 and AD 1690. The combined 
chironomid and bSi flux temperature record (RMSEP = 0.57°C) is in good 
agreement with the glacier history of the Alps. The warmest (AD 1190) 
and coldest decades (17th century; 1680-1700) of our reconstruction 
coincide with the largest anomalies in the Alpine tree-ring based 
reconstruction; both records show in the decadal variability an
amplitude of 2.8°C between AD 1180 and 1950, which is substantially 
higher than the amplitude of hemispheric reconstructions. Our record 
suggests that the current decade is slightly warmer than the
warmest decade in the pre-industrial time of the past 800 years. 
 
          STUDY NOTES: 765 year summer (JJA) temperature reconstruction for the Swiss Alps 
based on biogenic silica and chironomids from Lake Silvaplana, Switzerland. 

Lake Silvaplana, Switzerland: 46°27&apos;N, 9°48&apos;E, 1800m 
</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 : Trachsel, M.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Grosjean, M.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Larocque-Tobler, I.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Schwikowski, M.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Blass, A.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Sturm, M.</dc:contributor>
  <dc:date xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">2012-06-13</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/13015</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/europe/switzerland/silvaplana2010b.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/paleolimnology/europe/switzerland/silvaplana2010b.xls</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/europe/switzerland/silvaplana2010b.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/paleolimnology/europe/switzerland/silvaplana2010b.xls</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/13015</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/europe/switzerland/silvaplana2010b.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/paleolimnology/europe/switzerland/silvaplana2010b.xls</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M., M. Grosjean, I. Larocque-Tobler, M. Schwikowski, 
A. Blass, and M. Sturm. 2010. 
Quantitative summer temperature reconstruction derived from 
a combined biogenic Si and chironomid record from varved sediments 
of Lake Silvaplana(south-eastern Swiss Alps) back to AD 1177. 
Quaternary Science Reviews, Vol. 29, pp. 2719-2730. 
doi:10.1016/j.quascirev.2010.06.026</dc:relation>
  <dc:coverage xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">START YEAR: 1181 AD  * END YEAR: 1945 AD</dc:coverage>
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