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  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Western North America 500 Year Annual Temperature Reconstruction</dc:title>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Wahl, E.R.; Smerdon, J.E.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Wahl, E.R.</dc:creator>
  <dc:creator xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Smerdon, J.E.</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|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 (temperature,null,ensemble member,degree Celsius,annual,climate reconstructions|tree ring,anomalized,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 (temperature,null,one standard deviation,degree Celsius,annual,climate reconstructions|tree ring,anomalized,null,N,standard deviation)</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,annual,climate reconstructions|tree ring,anomalized,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 (latitude,null,null,degree north,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 (longitude,null,null,degree east,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 (temperature,null,null,degree Celsius,annual,climate reconstructions|tree ring,anomalized|averaged,null,N,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"> (West Central North America&gt;LATITUDE &gt;LONGITUDE )</dc:subject>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">The performance of climate field reconstruction (CFR)
and index reconstruction methods is evaluated using proxy
and non-informative predictor experiments. The skill of both
reconstruction methods is determined using proxy data targeting
the western region of North America. The results
are compared to those targeting the same region, but derived
from non-informative predictors comprising red-noise time
series reflecting the full temporal autoregressive structure
of the proxy network. All experiments are performed as
probabilistic ensembles, providing estimated Monte Carlo
distributions of reconstruction skill. Results demonstrate that
the CFR skill distributions from proxy data are statistically
distinct from and outperform the corresponding skill distributions
generated from non-informative predictors; similar
relative performance is demonstrated for the index reconstructions.
In comparison to the CFR results using proxy
information, the index reconstructions exhibit similar skill
in calibration, but somewhat less skill in validation and a
tendency to underestimate the amplitude of the validation
period mean. 
          STUDY NOTES: This article presents a tree ring-based reconstruction of western 
North America annual temperature over 1500-1980, with 5x5 degree 
grid cell coverage for the region bounded by 30°-55°N and 95°-130°W.  
A 1000-member probabilistic ensemble derived by bootstrap methods 
is employed for characterization  of uncertainty.  A key result 
based on the ensemble methodology is that the most recent decades 
are, at the level of the bi-decadal average, very likely the warmest 
across the region during the past 500 years.  The reconstruction 
is used in a side-by-side comparison with a parallel reconstruction 
driven by non-informative predictors that have the same temporal 
autoregressive structure as the tree ring data.  The proxy-based 
reconstruction clearly outperforms the non-informative predictor-based 
reconstruction across a suite of calibration and validation skill measures.</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 : Wahl, E.R.</dc:contributor>
  <dc:contributor xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Investigator : Smerdon, J.E.</dc:contributor>
  <dc:date xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">2012-04-09</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/12890</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/wahl2012/readme-wahl2012.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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980_mean_sd.nc</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/wahl2012/SW_NAm_Recon_MeanT_1500-1980.dat</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/wahl2012/SW_NAm_Recon_Grid_1500-1980.nc</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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980.nc</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/wahl2012/readme-wahl2012.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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980_mean_sd.nc</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/wahl2012/SW_NAm_Recon_MeanT_1500-1980.dat</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/wahl2012/SW_NAm_Recon_Grid_1500-1980.nc</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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980.nc</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/12890</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/wahl2012/readme-wahl2012.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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980_mean_sd.nc</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/wahl2012/SW_NAm_Recon_MeanT_1500-1980.dat</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/wahl2012/SW_NAm_Recon_Grid_1500-1980.nc</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/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980.nc</dc:relation>
  <dc:relation xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">Wahl, E.R. and J.E. Smerdon. 2012. 
Comparative performance of paleoclimate field and index reconstructions
derived from climate proxies and noise-only predictors. 
Geophys. Res. Lett., 39, L06703, doi:10.1029/2012GL051086</dc:relation>
  <dc:coverage xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:ows="http://www.opengis.net/ows">START YEAR: 1500 AD  * END YEAR: 1980 AD</dc:coverage>
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   <ows:LowerCorner>-130  30</ows:LowerCorner>
   <ows:UpperCorner>-95  55</ows:UpperCorner>
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