<DIF xmlns="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/ http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/dif_v9.8.4.xsd">
  <Entry_ID>noaa-recon-12890</Entry_ID>
  <Entry_Title>Western North America 500 Year Annual Temperature Reconstruction</Entry_Title>
  <Data_Set_Citation>
    <Dataset_Creator>Wahl, E.R.; Smerdon, J.E.</Dataset_Creator>
    <Dataset_Title>Western North America 500 Year Annual Temperature Reconstruction</Dataset_Title>
    <Dataset_Release_Date>2012-04-09</Dataset_Release_Date>
    <Dataset_Publisher>NCDC-Paleoclimatology</Dataset_Publisher>
    <Data_Presentation_Form>ONLINE Files</Data_Presentation_Form>
    <Dataset_DOI>Pending</Dataset_DOI>
    <Online_Resource>https://www.ncdc.noaa.gov/paleo/study/12890</Online_Resource>
  </Data_Set_Citation>
  <Personnel>
    <Role>Investigator</Role>
    <First_Name>E.R.</First_Name>
    <Last_Name>Wahl</Last_Name>
  </Personnel>
  <Personnel>
    <Role>Investigator</Role>
    <First_Name>J.E.</First_Name>
    <Last_Name>Smerdon</Last_Name>
  </Personnel>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>age,null,null,year Common Era,null,climate reconstructions|tree ring,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>temperature,null,ensemble member,degree Celsius,annual,climate reconstructions|tree ring,anomalized,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>temperature,null,one standard deviation,degree Celsius,annual,climate reconstructions|tree ring,anomalized,null,N,standard deviation</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>temperature,null,null,degree Celsius,annual,climate reconstructions|tree ring,anomalized,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>latitude,null,null,degree north,null,climate reconstructions|tree ring,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>longitude,null,null,degree east,null,climate reconstructions|tree ring,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|tree ring</Term>
    <Detailed_Variable>temperature,null,null,degree Celsius,annual,climate reconstructions|tree ring,anomalized|averaged,null,N,mean</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>reconstructions</Term>
    <Variable_Level_1>air temperature</Variable_Level_1>
  </Parameters>
  <ISO_Topic_Category>geoscientificInformation</ISO_Topic_Category>
  <Keyword>Air Temperature Reconstruction</Keyword>
  <Paleo_Temporal_Coverage>
    <Paleo_Start_Date>1500 AD</Paleo_Start_Date>
    <Paleo_Stop_Date>1980 AD</Paleo_Stop_Date>
  </Paleo_Temporal_Coverage>
  <Paleo_Temporal_Coverage>
    <Paleo_Start_Date>450 cal yr BP</Paleo_Start_Date>
    <Paleo_Stop_Date>-30 cal yr BP</Paleo_Stop_Date>
  </Paleo_Temporal_Coverage>
  <Data_Set_Progress>Complete</Data_Set_Progress>
  <Spatial_Coverage>
    <Southernmost_Latitude>30</Southernmost_Latitude>
    <Northernmost_Latitude>55</Northernmost_Latitude>
    <Westernmost_Longitude>-130</Westernmost_Longitude>
    <Easternmost_Longitude>-95</Easternmost_Longitude>
  </Spatial_Coverage>
  <Location>
    <Location_Category>Continent</Location_Category>
    <Location_Type>North America</Location_Type>
    <Detailed_Location>West Central North America&gt;LATITUDE &gt;LONGITUDE </Detailed_Location>
  </Location>
  <Access_Constraints>None</Access_Constraints>
  <Use_Constraints>Please cite original publication, online resource, dataset and publication DOIs (where available), and date accessed when using downloaded data. If there is no publication information, please cite investigator, title, online resource, and date accessed. The appearance of external links associated with a dataset does not constitute endorsement by the Department of Commerce/National Oceanic and Atmospheric Administration of external Web sites or the information, products or services contained therein. For other than authorized activities, the Department of Commerce/NOAA does not exercise any editorial control over the information you may find at these locations. These links are provided consistent with the stated purpose of this Department of Commerce/NOAA Web site.</Use_Constraints>
  <Data_Set_Language>English</Data_Set_Language>
  <Data_Center>
    <Data_Center_Name>
      <Short_Name>DOC/NOAA/NESDIS/NCEI</Short_Name>
      <Long_Name>National Centers for Environmental Information, NESDIS, NOAA, U.S. Department of Commerce </Long_Name>
    </Data_Center_Name>
    <Data_Center_URL>https://www.ncdc.noaa.gov/data-access/paleoclimatology-data</Data_Center_URL>
    <Personnel>
      <Role>DATA Center Contact</Role>
      <First_Name>Bruce</First_Name>
      <Last_Name>Bauer</Last_Name>
      <Email>bruce.a.bauer@noaa.gov</Email>
      <Email>paleo@noaa.gov</Email>
      <Phone>303-497-6280</Phone>
      <Fax>303-497-6513</Fax>
      <Contact_Address>
        <Address>325 Broadway, E/NE31</Address>
        <City>Boulder</City>
        <Province_or_State>CO</Province_or_State>
        <Postal_Code>80305-3328</Postal_Code>
        <Country>USA</Country>
      </Contact_Address>
    </Personnel>
  </Data_Center>
  <Distribution>
    <Distribution_Media>online</Distribution_Media>
    <Distribution_Format>ASCII</Distribution_Format>
  </Distribution>
  <Reference>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</Reference>
  <Summary>
    <Abstract>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.</Abstract>
  </Summary>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/contributions_by_author/wahl2012/readme-wahl2012.txt</URL>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/contributions_by_author/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980_mean_sd.nc</URL>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/contributions_by_author/wahl2012/SW_NAm_Recon_MeanT_1500-1980.dat</URL>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/contributions_by_author/wahl2012/SW_NAm_Recon_Grid_1500-1980.nc</URL>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/contributions_by_author/wahl2012/SW_NAm_Recon_Grid_Uncert_1500-1980.nc</URL>
  </Related_URL>
  <IDN_Node>
    <Short_Name>USA/NOAA</Short_Name>
  </IDN_Node>
  <Metadata_Name>DIF</Metadata_Name>
  <Metadata_Version>Version 9.8.4</Metadata_Version>
  <DIF_Creation_Date>2018-12-11</DIF_Creation_Date>
  <Last_DIF_Revision_Date>2018-12-11</Last_DIF_Revision_Date>
</DIF>
