<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-lake-16096</Entry_ID>
  <Entry_Title>Wyoming 17KYr Lake Sediment Data and Moisture Balance Reconstructions</Entry_Title>
  <Data_Set_Citation>
    <Dataset_Creator>Pribyl, P.; Shuman, B.N.</Dataset_Creator>
    <Dataset_Title>Wyoming 17KYr Lake Sediment Data and Moisture Balance Reconstructions</Dataset_Title>
    <Dataset_Release_Date>2014-01-24</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/16096</Online_Resource>
  </Data_Set_Citation>
  <Personnel>
    <Role>Investigator</Role>
    <First_Name>P.</First_Name>
    <Last_Name>Pribyl</Last_Name>
  </Personnel>
  <Personnel>
    <Role>Investigator</Role>
    <First_Name>B.N.</First_Name>
    <Last_Name>Shuman</Last_Name>
  </Personnel>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|paleolimnology</Term>
    <Detailed_Variable>precipitation minus evaporation,null,one standard deviation lower bound,millimeter,null,climate reconstructions|paleolimnology,null,null,N,based on facies and elevation of sediment cores</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|lake levels|paleolimnology</Term>
    <Detailed_Variable>age,null,null,calendar year before present,null,climate reconstructions|lake levels|paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>sand,sediment,null,weight percent,null,paleolimnology,null,null,N,&gt; 63 microns</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|paleolimnology</Term>
    <Detailed_Variable>precipitation minus evaporation,null,null,millimeter,null,climate reconstructions|paleolimnology,anomalized,null,N,anomalized from modern; based on facies and elevation of sediment cores</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|paleolimnology</Term>
    <Detailed_Variable>precipitation minus evaporation,null,percentile,millimeter,null,climate reconstructions|paleolimnology,null,null,N,25th percentile; based on facies and elevation of sediment cores</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|paleolimnology</Term>
    <Detailed_Variable>precipitation minus evaporation,null,one standard deviation upper bound,millimeter,null,climate reconstructions|paleolimnology,null,null,N,based on facies and elevation of sediment cores</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|lake levels|paleolimnology</Term>
    <Detailed_Variable>lake level,null,null,millimeter,null,climate reconstructions|lake levels|paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>depth,null,null,centimeter,null,paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>notes,null,null,null,null,paleolimnology,null,null,C,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|paleolimnology</Term>
    <Detailed_Variable>precipitation minus evaporation,null,percentile,millimeter,null,climate reconstructions|paleolimnology,null,null,N,75th percentile; based on facies and elevation of sediment cores</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>organic matter,sediment,null,weight percent,null,paleolimnology,null,loss on ignition,N,loss on ignition 550 degrees C</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|lake levels|paleolimnology</Term>
    <Detailed_Variable>lake level,null,range upper bound,millimeter,null,climate reconstructions|lake levels|paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>climate reconstructions|lake levels|paleolimnology</Term>
    <Detailed_Variable>lake level,null,range lower bound,millimeter,null,climate reconstructions|lake levels|paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>notes,null,null,null,null,paleolimnology,null,null,N,core depth</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>notes,null,null,null,null,paleolimnology,null,null,C,core name</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Detailed_Variable>age,null,null,calendar year before present,null,paleolimnology,null,null,N,null</Detailed_Variable>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Variable_Level_1>reconstruction</Variable_Level_1>
  </Parameters>
  <Parameters>
    <Category>earth science</Category>
    <Topic>paleoclimate</Topic>
    <Term>paleolimnology</Term>
    <Variable_Level_1>geochemistry</Variable_Level_1>
  </Parameters>
  <ISO_Topic_Category>geoscientificInformation</ISO_Topic_Category>
  <Keyword>Other Hydroclimate Reconstruction</Keyword>
  <Keyword>hydrology</Keyword>
  <Paleo_Temporal_Coverage>
    <Paleo_Start_Date>17900 cal yr BP</Paleo_Start_Date>
    <Paleo_Stop_Date>-45 cal yr BP</Paleo_Stop_Date>
  </Paleo_Temporal_Coverage>
  <Data_Set_Progress>Complete</Data_Set_Progress>
  <Spatial_Coverage>
    <Southernmost_Latitude>41.43</Southernmost_Latitude>
    <Northernmost_Latitude>43.48</Northernmost_Latitude>
    <Westernmost_Longitude>-109.89</Westernmost_Longitude>
    <Easternmost_Longitude>-106.33</Easternmost_Longitude>
    <Minimum_Altitude>2816</Minimum_Altitude>
    <Maximum_Altitude>2980</Maximum_Altitude>
  </Spatial_Coverage>
  <Location>
    <Location_Category>Continent</Location_Category>
    <Location_Type>North America</Location_Type>
    <Location_Subregion1>United States Of America</Location_Subregion1>
    <Location_Subregion2>Wyoming</Location_Subregion2>
    <Detailed_Location>Lake of the Woods&gt;LATITUDE 43.48&gt;LONGITUDE -109.89</Detailed_Location>
  </Location>
  <Location>
    <Location_Category>Continent</Location_Category>
    <Location_Type>North America</Location_Type>
    <Location_Subregion1>United States Of America</Location_Subregion1>
    <Location_Subregion2>Wyoming</Location_Subregion2>
    <Detailed_Location>Little Windy Hill Pond&gt;LATITUDE 41.43&gt;LONGITUDE -106.33</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>
    <Author>Paul Pribyl and Bryan N. Shuman</Author>
    <Publication_Date>2014</Publication_Date>
    <Title>A Computational Approach to Quaternary Lake-Level Reconstruction Applied in the Central Rocky Mountains, Wyoming, USA</Title>
    <Series>Quaternary Research</Series>
  </Reference>
  <Summary>
    <Abstract>Sediment-based reconstructions of late-Quaternary lake levels provide direct evidence of hydrologic responses to climate change, but many studies only provide approximate lake elevation curves. Here, we demonstrate a new method for producing quantitative time series of lake elevation based on the facies and elevations of multiple cores collected from a lake&apos;s margin. The approach determines the facies represented in each core using diagnostic data, such as sand content, and then compares the results across cores to determine the elevation of the littoral zone over time. By applying the approach computationally, decisions are made systematically and iteratively using different facies classification schemes to evaluate the associated uncertainty. After evaluating our assumptions using ground-penetrating radar (GPR), we quantify past lake-elevation changes, precipitation minus evapotranspiration (DeltaP-ET), and uncertainty in both at Lake of the Woods and Little Windy Hill Pond, Wyoming. The well correlated (r=0.802+/-0.002) reconstructions indicate that water levels at both lakes fell at &gt;11,300, 8000-5500, and 4700-1600 cal yr BP when DeltaP-ET decreased to -50 to -250 mm/yr. Differences between the reconstructions are typically small (10+/-24 mm/yr since 7000 cal yr BP), and the similarity indicates that our reconstruction method can produce statistically-comparable paleohydrologic datasets across networks of sites. 
          STUDY NOTES: Sediment loss-on-ignition (LOI) or sand content data and moisture balance (lake-level and DeltaP-E, 
Precipitation minus Evaporation) reconstructions for Little Windy Hill Pond and Lake of the Woods, Wyoming. 
Also included are facies thresholds for differentiating littoral and sub-littoral lake sediment facies 
based on the raw core data, for use in the iterative lake-level reconstruction process. The reconstruction 
process iteratively applies each set of thresholds in R to produce an ensemble of reconstructions. The code for 
generating the lake-level reconstruction according to the process described in Pribyl and Shuman (2014) is provided.
Also included are the ensemble mean lake-level reconstruction and its uncertainty per 50-yr interval for the length 
of the record, and the individual ensemble members for each time step (but without the ages for the steps).
 R script MoistureBalance is the code for the simple moisture-budget calculation based on the lake-level reconstruction. 
 Again this follows Pribyl and Shuman (2014).  PErecon contains the median P-E reconstruction as an anomaly from modern 
for each 50-yr interval, as well as the 1-sigma and 25% and 75% quantiles of the reconstruction uncertainty.
Data and R code are included in original contributor files: LOW_Cores.csv, LOW_Iterations_011414.csv, 
LOW_LLrecon_011414.csv, LOW_PErecon_011414.csv, LOW_R_Script_LLRecon_012414.txt, LOW_R_Script_MoistureBalance_011414.txt, 
FaciesThresholds_LOW.csv, LWH_Cores.csv, LWH_Iterations_011414.csv, LWH_LLrecon_011414.csv, LWH_PErecon_011414.csv, 
 LWH_R_Script_LLRecon_012414.txt, LWH_R_Script_MoistureBalance_011414.txt, FaciesThresholds_LWH.csv, 
plus WDC Paleo formatted text files woods2014sand.txt, woods2014ll.txt, woods2014p-e.txt, little-windy2014loi.txt, 
little-windy2014ll.txt, and little-windy2014p-e.txt. 
</Abstract>
  </Summary>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_LLrecon_011414.csv</URL>
    <Description>Original CSV Data File; Lake Level Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_R_Script_LLRecon_012414.txt</URL>
    <Description>R Script File; Code for Lake Level Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/little-windy2014p-e.txt</URL>
    <Description>Data File; Precipitation minus Evaporation Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/woods2014ll.txt</URL>
    <Description>Data File; Lake Level Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_Iterations_011414.csv</URL>
    <Description>Original CSV Data File; Individual ensemble members</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/FaciesThresholdsLOW.csv</URL>
    <Description>Original CSV Data File; Facies Thresholds</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_Cores.csv</URL>
    <Description>Original CSV Data File; Loss-on-Ignition Data</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_R_Script_LLRecon_012414.txt</URL>
    <Description>R Script File; Code for Lake Level Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_PErecon_011414.csv</URL>
    <Description>Original CSV Data File; Precipitation minus Evaporation Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_R_Script_MoistureBalance_011414.txt</URL>
    <Description>R Script File; Code for P-E Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_PErecon_011414.csv</URL>
    <Description>Original CSV Data File; Precipitation minus Evaporation Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_R_Script_MoistureBalance_011414.txt</URL>
    <Description>R Script File; Code for P-E Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/little-windy2014loi.txt</URL>
    <Description>Data File; Loss-on-Ignition Data</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_LLrecon_011414.csv</URL>
    <Description>Original CSV Data File; Lake Level Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/woods2014p-e.txt</URL>
    <Description>Data File; Precipitation minus Evaporation Reconstruction</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/FaciesThresholdsLWH.csv</URL>
    <Description>Original CSV Data File; Facies Thresholds</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/woods2014sand.txt</URL>
    <Description>Data File; Sand percent Data</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LWH_Iterations_011414.csv</URL>
    <Description>Original CSV Data File; Individual ensemble members</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/LOW_Cores.csv</URL>
    <Description>Original CSV Data File; Sand percent Data</Description>
  </Related_URL>
  <Related_URL>
    <URL_Content_Type>
      <Type>GET DATA</Type>
    </URL_Content_Type>
    <URL>https://www1.ncdc.noaa.gov/pub/data/paleo/paleolimnology/northamerica/usa/wyoming/little-windy2014ll.txt</URL>
    <Description>Data File; Lake Level Reconstruction</Description>
  </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>
