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  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">European Alps 944 Year Multiproxy Summer Temperature Reconstructions</dc:title>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M.; Kamenik, C.; Grosjean, M.; McCarroll, D.; Moberg, A.; Brázdil, R.; Büntgen, U.; Dobrovolný, P.; Esper, J.; Frank, D.C.; Friedrich, M.; Glaser, R.; Larocque-Tobler, I.; Nicolussi, K.; Riemann, D.</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">Kamenik, C.</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">McCarroll, D.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Moberg, A.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Brázdil, R.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Büntgen, U.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Dobrovolný, P.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Esper, J.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Frank, D.C.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Friedrich, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Glaser, R.</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">Nicolussi, K.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Riemann, D.</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">Little Ice Age (LIA)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|tree ring,anomalized|filtered,null,N,reference period 1901-2000 AD; gaussian filtered)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized|filtered,null,N,reference period 1901-2000 AD; gaussian filtered)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized|filtered,regression analysis,N,reference period 1901-2000 AD; gaussian filtered; partial least squares regression)</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|tree ring (age,null,null,year Common Era,null,climate reconstructions|paleolimnology|tree ring,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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized,regression analysis,N,reference period 1901-2000 AD; partial least squares regression)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|tree ring,anomalized,regression analysis,N,reference period 1901-2000 AD; partial least squares regression)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|tree ring,anomalized,null,N,reference period 1901-2000 AD)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|tree ring,anomalized|filtered,regression analysis,N,reference period 1901-2000 AD; gaussian filtered; partial least squares regression)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized,null,N,reference period 1901-2000 AD)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized|averaged,null,N,reference period 1901-2000 AD)</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|tree ring (temperature,null,null,degree Celsius,Jun-Aug,climate reconstructions|paleolimnology|tree ring,anomalized|averaged|filtered,null,N,reference period 1901-2000 AD; gaussian filtered)</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">earth science/paleoclimate/reconstructions</dc:subject>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows"> (Greater Alpine Region&gt;LATITUDE &gt;LONGITUDE )</dc:subject>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">We present a multi-archive, multi-proxy summer temperature reconstruction 
for the European Alps covering the period AD 1053-1996 using tree-ring 
and lake sediment data. The new reconstruction is based on nine different 
calibration approaches and errors were estimated conservatively. Summer
temperatures of the last millennium are characterised by two warm 
(AD 1053-1171 and 1823-1996) and two cold phases (AD 1172-1379 
and 1573-1822). Highest pre-industrial summer temperatures of the 12th 
century were 0.3°C warmer than the 20th century mean but 0.35°C colder 
than proxy derived temperatures at the end of the 20th century. 
The lowest temperatures at the end of the 16th century were ~1°C lower 
than the 20th century mean. 
 
          STUDY NOTES: Multiproxy summer temperature reconstructions for the European Alps 
covering AD 1053-1996, based on tree-ring and lake sediment data. 
Eight treering and lake sediment based proxies, from four different 
locations in the Greater Alpine Region, were utilized in the 
reconstructions. Nine different calibration approaches were used 
to reconstruct summer temperatures. The calibration period is 1760-1996, 
on JJA mean temperatures averaged over the region 43-49°N and 4-19°E,
using gridded temperature data. 

Greater Alpine Region: ~43-49°N, ~4-19°E 


Table 1
Proxies used in this study.

1      Late-wood density    Lötschental (Switzerland)  Büntgen et al., 2006             755-2004       Larix decidua    All
2      Late-wood density    Tyrol (Austria)            Esper et al., 2007               1053-2003      Picea abies      All
3      Tree-ring width      Tyrol (Austria)            Büntgen et al., 2005             848-1997       Pinus cembra     All
4      Tree-ring width      Alpine Arc                 Büntgen et al., 2009             951-2004       Larix decidua    All
5      Tree-ring width      Dachstein (Austria)        Friedrich unpubl.                900-1996       Larix decidua    All
6      Blue Intensity       Dachstein (Austria)        Friedrich unpubl.                813-1996       Conifer          1-31; 1-11; 11-31; 31-51
7      Chironomids          Silvaplana (Switzerland)   Larocque-Tobler et al., 2010     1007-2002                       11-31; 31-51; &gt;31; &gt;51
8      Biogenic Silica      Silvaplana (Switzerland)   Blass 2007;Trachsel 2010         1181-1949                       11-31; 31-51


Table 3
Numerical methods and error statistics of the nine calibration/reconstruction variants.

Name    #Freq.Bands Data Included    #DataSeries Calib.Period   RMSEP°C    r2      Amp/RMSEP ReconPeriod    Freq.band and stat.method w/Fig.3 colour code
Variant 1     2     Tree-rings             1-6     1776-1981       0.76   0.61       6.44     1068-1981     1-31 (PLSR, Fig. 4d: green) and &gt;31 (PLSR, Fig. 4e: blue); Fig. 4h: grey
Variant 2     2     Tree-rings and lake    1-7     1776-1981       0.78   0.62       6.19     1068-1981     1-31 (PLSR, Fig. 4d: black) and &gt;31 (PLSR, Fig. 4e black); Fig. 4h: black
Variant 3     2     Tree-rings             1-6     1761-1996        0.8   0.61       6.26     1053-1996     1-31 (PLSR, Fig. 4d: green) and &gt;31 (PLSR, Fig. 4e cyan); Fig. 4h: cyan
Variant 4     2     Tree-rings and lake    1-7     1761-1996       0.76   0.62       6.74     1053-1996     1-31 (PLSR, Fig. 4d: orange) and &gt;31 (PLSR, Fig. 4e: orange); Fig. 4h: brown
Variant 5     2     Tree-rings             1-6     1761-1996        0.8   0.61       6.61     1053-1996     1-31 (PLSR, var stab, Fig. 4d: blue) and &gt;31 (PLSR, Fig. 4e: green); Fig. 4h: pink
Variant 6     2     Tree-rings             1-6     1761-1996       0.78   0.58       7.18     1053-1996     1-31 (CPS, var stab, Fig. 4d: cyan) and &gt;31 (PLSR, Fig. 4e: green); Fig. 4h: gold
Variant 7     1     Tree-rings             1-6     1761-1996       0.84   0.48       6.18     1053-1996     None (PLSR; Fig. 4, blue) h:orange
Variant 8     4     Tree-rings and lake    1-7     1761-1996       0.76   0.66       6.91     1053-1996     1-10 (Fig. 4a, blue)/11-31 (Fig. 4b, blue)/31-51 (Fig. 4c, black; all OLSR) and &gt;51 (PLSR, Fig. 4f, black); Fig. 4h: blue
Variant 9     4     Tree-rings and lake    1-8     1776-1949       0.76   0.66       7.16     1173-1949     1-10 (Fig. 4a, blue)/11-31 (Fig. 4b, black)/31-51 ((Fig. 4c, blue; all OLSR) and &gt;51 (PLSR, (Fig. 4f, black); Fig. 4h: coral



</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 : Kamenik, C.</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 : McCarroll, D.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Moberg, A.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Brázdil, R.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Büntgen, U.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Dobrovolný, P.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Esper, J.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Frank, D.C.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Friedrich, M.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Glaser, R.</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 : Nicolussi, K.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Riemann, D.</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>
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  <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/12996</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/contributions_by_author/trachsel2012/trachsel2012temperature.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/contributions_by_author/trachsel2012/trachsel2012temperature.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/contributions_by_author/trachsel2012/trachsel2012temperature.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/contributions_by_author/trachsel2012/trachsel2012temperature.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/12996</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/contributions_by_author/trachsel2012/trachsel2012temperature.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/contributions_by_author/trachsel2012/trachsel2012temperature.xls</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Trachsel, M., C. Kamenik, M. Grosjean, D. McCarroll, A. Moberg, R. Brázdil, 
U. Büntgen, P. Dobrovolný, J. Esper, D.C. Frank, M. Friedrich, R. Glaser, 
I. Larocque-Tobler, K. Nicolussi, and D. Riemann. 2012. 
Multi-archive summer temperature reconstruction for the European Alps, 
AD 1053-1996.
Quaternary Science Reviews, Vol. 46, pp. 66-79. 
doi:10.1016/j.quascirev.2012.04.021 </dc:relation>
  <dc:coverage xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">START YEAR: 1053 AD  * END YEAR: 1996 AD</dc:coverage>
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