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  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Fennoscandia 1100 Year Summer Sunshine Reconstruction </dc:title>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Gagen, M.; Zorita, E.; McCarroll, D.; Young, G.H.F.; Grudd, H.; Jalkanen, R.; Loader, N.J.; Robertson, I.; Kirchhefer, A.J.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Gagen, M.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Zorita, E.</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">Young, G.H.F.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Grudd, H.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Jalkanen, R.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Loader, N.J.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Robertson, I.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Kirchhefer, A.J.</dc:creator>
  <dc:subject xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Other 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|tree ring (age,null,null,year Common Era,null,climate reconstructions|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|tree ring (surface downwelling shortwave radiation,delta 13C,95% confidence interval lower bound,hour,Jul-Aug,climate reconstructions|tree ring,smoothed,null,N,hour per day; smoothed with 9-year centralized moving average)</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 (surface downwelling shortwave radiation,delta 13C,null,hour,Jul-Aug,climate reconstructions|tree ring,smoothed,null,N,hour per day; smoothed with 9-year centralized moving average)</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 (surface downwelling shortwave radiation,delta 13C,95% confidence interval upper bound,hour,Jul-Aug,climate reconstructions|tree ring,smoothed,null,N,hour per day; smoothed with 9-year centralized moving average)</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 (surface downwelling shortwave radiation,delta 13C,null,hour,Jul-Aug,climate reconstructions|tree ring,smoothed,null,N,hour per day; smoothed with 30-year running mean)</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"> (LaanilaSS&gt;LATITUDE 68.5&gt;LONGITUDE 27.5)</dc:subject>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Cloud cover is one of the most important factors controlling 
the radiation balance of the Earth. The response of cloud 
cover to increasing global temperatures represents the largest 
uncertainty in model estimates of future climate because 
the cloud response to temperature is not well constrained.
Here we present the first regional reconstruction of summer 
sunshine over the past millennium, based on the stable carbon 
isotope ratios of pine tree rings from Fennoscandia. 
Comparison with the regional temperature evolution reveals 
the Little Ice Age (LIA) to have been sunny, with cloudy 
conditions in the warmest periods of the Medieval at this site. 
A negative shortwave cloud feedback is indicated at high latitude. 
A millennial climate simulation suggests that regionally low 
temperatures during the LIA were mostly maintained by a weaker 
greenhouse effect due to lower humidity. Simulations of future 
climate that display a negative shortwave cloud feedback for 
high-latitudes are consistent with our proxy interpretation.

 
          STUDY NOTES: Reconstruction of summer sunshine over the past 1100 years, 
based on the stable carbon isotope ratios of pine tree rings 
from Fennoscandia. Data are presented as 9-year smoothed 
estimate of July and August average daily sunshine hours 
at Laanila, Finland, 68°30&apos;N, 27°30&apos;E.  

Details on 9-yr Smoothing
The sub-fossil chronology was built using eight cohorts of trees 
of increasing calendar age. The 5-year-pool method (Boettger et al., 
2009) was used to target the multi-decadal and lower frequency 
climate information of interest without recourse to time consuming 
annual sampling. Blocks, each containing five rings, were offset 
by one year between each of five trees per cohort. Using this method, 
when each block value for each tree is averaged across each year, 
the final chronology approximates a 9-year centralized moving average 
and does not retain the inter-annual signal such that the series 
is produced by physical smoothing using the block cutting system.  
We supplemented this 5-year &apos;offset pooling&apos; method with an additional 
step for checking the absolute d13C value at cohort joins to encourage 
low frequency signal retention. Where cohorts meet, the mean absolute 
d13C value was checked, for a short overlap period, via a series of 8 
join-points. At each join-point a much larger number of trees 
(average n=16, Table SM1) were analyzed over a single 5-yr block. 
The offset between the raw d13C chronology and the &apos;true&apos; mean 
at the join-points was small (average 0.1‰ with a standard deviation 
of 0.4‰).  

Details on calculation of error bars
The total error on the chronology (Figure Supporting Material 2) 
represents the square root of the sum of &apos;raw&apos; error (sigma1 the 
95% confidence limit calculated from the average and standard 
deviation of 5 trees for each data point, in raw form, non join 
point corrected) and the 95% confidence limit on each join-point 
(sigma2). The total error thus was calculated as: 
Total error = sqrrt ((sigma1e2) + (sigma2e2))

</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 : Gagen, M.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Zorita, E.</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 : Young, G.H.F.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Grudd, H.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Jalkanen, R.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Loader, N.J.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Robertson, I.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Kirchhefer, A.J.</dc:contributor>
  <dc:date xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">2011-10-14</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/12217</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/treering/reconstructions/europe/fennoscandia2011sunshine.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/treering/reconstructions/europe/fennoscandia2011sunshine.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/treering/reconstructions/europe/fennoscandia2011sunshine.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/treering/reconstructions/europe/fennoscandia2011sunshine.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/12217</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/treering/reconstructions/europe/fennoscandia2011sunshine.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/treering/reconstructions/europe/fennoscandia2011sunshine.txt</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Gagen, M., E. Zorita, D. McCarroll, G.H.F. Young, H. Grudd, 
R. Jalkanen, N.J. Loader, I. Robertson, and A. Kirchhefer. 2011. 
Cloud response to summer temperatures in Fennoscandia 
over the last thousand years. 
Geophys. Res. Lett., 38, L05701, doi:10.1029/2010GL046216 
</dc:relation>
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