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It also includes modeled averages of depth to the water table, mean water transit time across the vadose zone (or unsaturated zone), shallow aquifer transmissivity, long term average soil water content of the unsaturated zone, and mean water residence time in the root zone, based on the USGS's MODFLOW-6 groundwater flow models. These models were driven by spatially-distributed recharge estimated by Reitz et al. using average water-budget information for 1985-2015 and calibrated against long-term average water levels in observation wells, as well as water-level estimates derived from perennial first-order streams and wetlands. The development of the model input and output files included in the USGS data release, as well as post-processing used to derive additional water-budget components also included in this data release, are documented in the Water Resources Research article (https://doi.org/10.1029/2019WR026724).

This dataset was produced the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).</gco:CharacterString>
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                    <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication" codeSpace="ISOTC211/19115">publication</gmd:CI_DateTypeCode>
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                    <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication" codeSpace="ISOTC211/19115">publication</gmd:CI_DateTypeCode>
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          <gmd:keyword>
            <gco:CharacterString>Ecosystem Services</gco:CharacterString>
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          <gmd:keyword>
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          <gmd:keyword>
            <gco:CharacterString>Environment</gco:CharacterString>
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          <gmd:keyword>
            <gco:CharacterString>Environmental Atlas</gco:CharacterString>
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            <gmd:MD_KeywordTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_KeywordTypeCode" codeListValue="theme" codeSpace="ISOTC211/19115">theme</gmd:MD_KeywordTypeCode>
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          <gmd:thesaurusName>
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                <gco:CharacterString>User</gco:CharacterString>
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                <gmd:CI_Date>
                  <date>
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                    <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication" codeSpace="ISOTC211/19115">publication</gmd:CI_DateTypeCode>
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        <gmd:MD_Constraints>
          <gmd:useLimitation>
            <gco:CharacterString>None. Please check sources, scale, accuracy, currency and other available information. Please confirm that you are using the most recent copy of both data and metadata.  Acknowledgement of the EPA would be appreciated.</gco:CharacterString>
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        </gmd:MD_Constraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_LegalConstraints>
          <gmd:useLimitation>
            <gco:CharacterString>EPA Public Domain License</gco:CharacterString>
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          <gmd:accessConstraints>
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          <gmd:otherConstraints>
            <gco:CharacterString>https://edg.epa.gov/EPA_Data_License.html</gco:CharacterString>
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        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:resourceConstraints>
        <gmd:MD_SecurityConstraints>
          <gmd:classification>
            <gmd:MD_ClassificationCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ClassificationCode" codeListValue="unclassified" codeSpace="ISOTC211/19115">unclassified</gmd:MD_ClassificationCode>
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Evapotranspiration and recharge: 2000-2013</gco:CharacterString>
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              </gmd:westBoundLongitude>
              <gmd:eastBoundLongitude>
                <gco:Decimal>-65.25485</gco:Decimal>
              </gmd:eastBoundLongitude>
              <gmd:southBoundLatitude>
                <gco:Decimal>22.868654</gco:Decimal>
              </gmd:southBoundLatitude>
              <gmd:northBoundLatitude>
                <gco:Decimal>51.64959</gco:Decimal>
              </gmd:northBoundLatitude>
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          </gmd:geographicElement>
          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
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                  <gml:endPosition>2015-01-01T00:00:00</gml:endPosition>
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            </gmd:EX_TemporalExtent>
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          <gmd:temporalElement>
            <gmd:EX_TemporalExtent>
              <gmd:extent>
                <gml:TimePeriod gml:id="id2">
                  <gml:beginPosition>2000-01-01T00:00:00</gml:beginPosition>
                  <gml:endPosition>2013-12-31T00:00:00</gml:endPosition>
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          </gmd:temporalElement>
        </gmd:EX_Extent>
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      <gmd:supplementalInformation>
        <gco:CharacterString>This dataset can be joined to the EnviroAtlas feature class NHDPlusV2_WBDSnapshot_EnviroAtlas_CONUS using the field "HUC_12."</gco:CharacterString>
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    </gmd:MD_DataIdentification>
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        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://enviroatlas.epa.gov/download/CONUS_metrics_FGDB.zip</gmd:URL>
              </gmd:linkage>
              <gmd:protocol>
                <gco:CharacterString>download</gco:CharacterString>
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                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download" codeSpace="ISOTC211/19115">download</gmd:CI_OnLineFunctionCode>
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          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://enviroatlas.epa.gov/download/CONUS_metrics_CSV.zip</gmd:URL>
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              <gmd:protocol>
                <gco:CharacterString>download</gco:CharacterString>
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                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download" codeSpace="ISOTC211/19115">download</gmd:CI_OnLineFunctionCode>
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          </gmd:onLine>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://www.epa.gov/enviroatlas/enviroatlas-data</gmd:URL>
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                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information" codeSpace="ISOTC211/19115">information</gmd:CI_OnLineFunctionCode>
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          </gmd:onLine>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://www.epa.gov/enviroatlas</gmd:URL>
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                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information" codeSpace="ISOTC211/19115">information</gmd:CI_OnLineFunctionCode>
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            </gmd:CI_OnlineResource>
          </gmd:onLine>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://enviroatlas-epa.hub.arcgis.com/search?tags=EA-GroundwaterAndWaterBudgets</gmd:URL>
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                <gco:CharacterString>information</gco:CharacterString>
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                  <gmd:title>
                    <gco:CharacterString>EPA National Geospatial Data Policy</gco:CharacterString>
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                  <gmd:date gco:nilReason="missing"/>
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              </gmd:explanation>
              <gmd:pass>
                <gco:Boolean>true</gco:Boolean>
              </gmd:pass>
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          </gmd:result>
        </gmd:DQ_CompletenessOmission>
      </gmd:report>
      <gmd:lineage>
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          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded Annual average evapotranspiration rates across the CONUS, 2000-2013 (ET_0013.zip).</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
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                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>Annual average evapotranspiration rates across the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>Average annual rates of evapotranspiration, quick-flow runoff, and recharge for the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded Annual average quick-flow runoff across the CONUS, 2000-2013 (QuickFlow_0013.zip).</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>Annual average quick-flow runoff across the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>Average annual rates of evapotranspiration, quick-flow runoff, and recharge for the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded Annual average recharge rates across the CONUS, 2000-2013 (Total Recharge: TotalRecharge_0013.zip; Effective Recharge: EffRecharge_0013_v2.zip).</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>Annual average recharge rates across the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>Average annual rates of evapotranspiration, quick-flow runoff, and recharge for the CONUS, 2000-2013</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded CONUS-extent rasters of simulated depth to water and estimated transmissivity (conus_MF6_SS_Unconfined_250_dtw.tif and conus_MF6_SS_Unconfined_250_trans.tif)</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>CONUS-extent rasters of simulated depth to water and estimated transmissivity</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>MODFLOW 6 models used to simulate the long-term average surficial groundwater system for the contiguous United States</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded CONUS-extent rasters of model output post-processed to unsaturated zone travel time (conus_MF6_SS_Unconfined_250_tt_rz.tif and conus_MF6_SS_Unconfined_250_tt_total.tif).</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>CONUS-extent rasters of model output post-processed to unsaturated zone travel time.</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>MODFLOW 6 models used to simulate the long-term average surficial groundwater system for the contiguous United States</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Downloaded CONUS-extent rasters of model output post-processed to unsaturated zone water content (conus_MF6_SS_Unconfined_250_wc_avg.tif).</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2020-09-18T00:00:00</gco:DateTime>
              </dateTime>
              <gmd:source>
                <gmd:LI_Source>
                  <gmd:sourceCitation>
                    <gmd:CI_Citation>
                      <gmd:title>
                        <gco:CharacterString>CONUS-extent rasters of model output post-processed to unsaturated zone water content</gco:CharacterString>
                      </gmd:title>
                      <gmd:date gco:nilReason="missing"/>
                      <gmd:collectiveTitle>
                        <gco:CharacterString>MODFLOW 6 models used to simulate the long-term average surficial groundwater system for the contiguous United States</gco:CharacterString>
                      </gmd:collectiveTitle>
                    </gmd:CI_Citation>
                  </gmd:sourceCitation>
                </gmd:LI_Source>
              </gmd:source>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Mean water residence time in the root zone (conus_MF6_SS_Unconfined_250_tt_rz.tif) included an "inf" value. "Inf" occurred when there was a zero in the denominator in locations where there is zero recharge, and it should be treated as NoData. Used ArcGIS Pro raster calculator to set all "inf" values in conus_MF6_SS_Unconfined_250_tt_rz.tif to NoData.</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2021-08-06T00:00:00</gco:DateTime>
              </dateTime>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Projected the ET (ET_0013.tif), Quickflow (RO_0013.tif), and Effective Recharge (RC_eff_0013.tif) rasters to 'USA_Contiguous_Albers_Equal_Area_Conic_USGS_version (Resampling technique: Bilinear interpolation; Snap raster: NHDPlusV2_WBDSnapshot_EnviroAtlas_CONUS_raster). The groundwater rasters (conus_MF6_SS_Unconfined_250_dtw.tif, conus_MF6_SS_Unconfined_250_trans.tif, conus_MF6_SS_Unconfined_250_tt_rz.tif, conus_MF6_SS_Unconfined_250_tt_total.tif, conus_MF6_SS_Unconfined_250_wc_avg.tif) were already in Albers_Conic_Equal_Area.</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2021-08-06T00:00:00</gco:DateTime>
              </dateTime>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Converted negative values in conus_MF6_SS_Unconfined_250_trans.tif to NoData per discussion with Wesley Zell. The negative values in the transmissivity raster should be NoData; there should be a positive value for each active model pixel. ArcGIS Pro Raster Calculator expression: Con("conus_MF6_SS_Unconfined_250_trans.tif"  &gt;= 0 ,"conus_MF6_SS_Unconfined_250_trans.tif")</gco:CharacterString>
              </gmd:description>
              <dateTime>
                <gco:DateTime>2021-08-26T00:00:00</gco:DateTime>
              </dateTime>
            </gmd:LI_ProcessStep>
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                <gco:CharacterString>Converted negative values in conus_MF6_SS_Unconfined_250_dtw.tif to 0 per discussion with Wesley Zell. The negative values in the depth to water raster represent discharge locations (where the model solution for groundwater head is above the land surface), but for the purposes of watershed averages those should be 0. ArcGIS Pro Raster Calculator expression: Con("conus_MF6_SS_Unconfined_250_dtw.tif"  &lt;= 0 , 0, "conus_MF6_SS_Unconfined_250_dtw.tif").</gco:CharacterString>
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                <gco:CharacterString>For each raster, used ArcGIS zonal statistics as table to calculate the mean value for each HUC_12.</gco:CharacterString>
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              <dateTime>
                <gco:DateTime>2021-08-26T00:00:00</gco:DateTime>
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              <gmd:description>
                <gco:CharacterString>Projected the Total Recharge (RC_0013.tif) raster to 'USA_Contiguous_Albers_Equal_Area_Conic_USGS_version (Resampling technique: Bilinear interpolation; Snap raster: NHDPlusV2_WBDSnapshot_EnviroAtlas_CONUS_raster) and used ArcGIS zonal statistics as table to calculate the mean value for each HUC_12.</gco:CharacterString>
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                <gco:CharacterString>There was an error in the output when this raster was initially projected on 8/6/2021. This step replaces the original output.</gco:CharacterString>
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              <dateTime>
                <gco:DateTime>2021-12-27T00:00:00</gco:DateTime>
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                <gco:CharacterString>Used ArcGIS Pro Join Field tool to join all zonal statistics into a single table.</gco:CharacterString>
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                <gco:DateTime>2021-12-28T00:00:00</gco:DateTime>
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                <gco:CharacterString>Multiplied WC_AVG by 100 to convert from fraction to percentage.</gco:CharacterString>
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              <gmd:rationale>
                <gco:CharacterString>For consistency with other EnviroAtlas metrics that are presented as percentages.</gco:CharacterString>
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                <gco:DateTime>2021-12-29T00:00:00</gco:DateTime>
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                    <gco:CharacterString>Data citation: Reitz, Meredith, Sanford, W.E., Senay, G.B., and Cazenas, Jeffrey, 2017, Annual estimates of recharge, quick-flow runoff, and ET for the contiguous US using empirical regression equations, 2000-2013: U.S. Geological Survey data release, https://doi.org/10.5066/F7PN93P0.

Associated journal article: Reitz, M., W.E. Sanford, G.B. Senay, and J. Cazenas, 2017. Annual Estimates of Recharge, Quick-Flow Runoff,and Evapotranspiration for the Contiguous U.S. Using Empirical Regression Equations. Journal of the American Water Resources Association (JAWRA) 1-23. https://doi.org/10.1111/1752-1688.12546</gco:CharacterString>
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                    <gco:CharacterString>Simulated depth to water, estimated transmissivity, unsaturated zone travel time, and unsaturated zone water content</gco:CharacterString>
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                                <gco:CharacterString>703-648-5835</gco:CharacterString>
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                                <gco:CharacterString>Reston</gco:CharacterString>
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                    <gco:CharacterString>Associated journal article: Zell, W. O. and W. E. Sanford (2020). "Calibrated Simulation of the Long-Term Average Surficial Groundwater System and Derived Spatial Distributions of its Characteristics for the Contiguous United States." Water Resources Research 56(8). https://doi.org/10.1029/2019WR026724.</gco:CharacterString>
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                    <gco:CharacterString>MODFLOW 6 models used to simulate the long-term average surficial groundwater system for the contiguous United States</gco:CharacterString>
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