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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 775 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.; Schnyder, D.; Kamenik, C.; Rein, B.</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">Schnyder, D.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Kamenik, C.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Rein, B.</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">earth science/paleoclimate/climate reconstructions|paleolimnology (age,null,null,year Common Era,null,climate reconstructions|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/climate reconstructions|paleolimnology (surface temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology,filtered,null,N,9-100 year band pass filtered; based on visible reflectance spectroscopy)</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 (annual to sub-decadal) quantitative reconstructions 
of climate variables are needed from a variety of paleoclimate archives 
across the world to place current climate change in the context of 
long-term natural climate variability.  Rapid, high-resolution, 
non-destructive scanning techniques are required to produce such 
high-resolution records from lake sediments. In this study we explored 
the potential of scanning reflectance spectroscopy (VIS-RS; 380-730 nm) 
to produce quantitative summer temperature reconstructions from 
minerogenic sediments of proglacial, annually laminated Lake Silvaplana, 
in the eastern Swiss Alps. The scanning resolution was 2 mm, 
which corresponded to sediment deposition over 1-2 years. We found 
correlations up to r = 0.84 (p&lt;0.05) for the calibration period 
1864-1950, between six reflectance-dependent variables and summer 
(JJAS) temperature. These reflectance-dependent variables (e.g. slope 
of the reflectance 570/630 nm, indicative of illite, biotite 
and chlorite; minimum reflectance at 690 nm indicative of chlorite) 
indicate the mineralogical composition of the clastic sediments, 
which is, in turn, related to climate in the catchment of this 
particular proglacial lake. We used multiple linear regression (MLR) 
to establish a calibration model that explains 84% of the variance 
of summer (JJAS) temperature during the calibration period 1864-1950. 
We then applied the calibration model downcore to develop a 
quantitative summer temperature reconstruction extending back to 
AD 1177. This temperature reconstruction is in good agreement with 
two independent temperature reconstructions based on documentary data 
that extend back to AD 1500 and tree ring data that extend back to 
AD 1177. This study confirms the great potential of in situ scanning 
reflectance spectroscopy as a novel non-destructive technique to 
rapidly acquire high-resolution quantitative paleoclimate information 
from minerogenic lake sediments. 

 
          STUDY NOTES: 775 year summer (JJA) temperature reconstruction for the Swiss Alps 
based on  visible reflectance spectroscopy 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 : Schnyder, D.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Kamenik, C.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Rein, B.</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/13016</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/silvaplana2010c.xls</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/silvaplana2010c.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/europe/switzerland/silvaplana2010c.xls</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/silvaplana2010c.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/13016</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/silvaplana2010c.xls</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/silvaplana2010c.txt</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M., M. Grosjean, D. Schnyder, C. Kamenik, and B. Rein. 2010. 
Scanning reflectance spectroscopy (380–730 nm): a novel method for 
quantitative high-resolution climate reconstructions from minerogenic 
lake sediments. 
Journal of Paleolimnology, December 2010, Vol. 44, Issue 4, pp 979-994. 
DOI: 10.1007/s10933-010-9468-7 </dc:relation>
  <dc:coverage xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">START YEAR: 1175 AD  * END YEAR: 1949 AD</dc:coverage>
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