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	<idinfo>
    <citation>
      <citeinfo>
        <origin>Libby Wildermuth</origin>
        <origin>Jeffrey R. Kennedy</origin>
        <pubdate>2022</pubdate>
        <title>MODFLOW-NWT groundwater model demonstrating groundwater model calibration with repeat microgravity measurements</title>
        <geoform>groundwater model</geoform>
        <pubinfo>
          <pubplace>Reston, VA, USA</pubplace>
          <publish>U.S. Geological Survey</publish>
        </pubinfo>
        <onlink>https://doi.org/10.5066/P9575C61</onlink>
        <lworkcit>
          <citeinfo>
            <origin>Jeffrey R. Kennedy</origin>
            <origin>Libby Wildermuth</origin>
            <origin>Jacob E. Knight</origin>
            <origin>Joshua Larsen</origin>
            <pubdate>2021</pubdate>
            <title>Improving groundwater model calibration with repeat microgravity measurements</title>
            <geoform>Journal article</geoform>
            <pubinfo>
              <pubplace>Westerville, OH, USA</pubplace>
              <publish>Groundwater</publish>
            </pubinfo>
            <onlink>https://doi.org/10.1111/gwat.13167</onlink>
          </citeinfo>
        </lworkcit>
      </citeinfo>
    </citation>
    <descript>
      <abstract>A numerical model was developed using MODFLOW-NWT and FloPy to simulate groundwater flow and 
demonstrate a practical method for incorporating repeat microgravity observations (i.e., small changes in 
the acceleration due to Earth’s gravity) as a new type of calibration target for groundwater-flow models. 
The single-layer, 250-m cell size model was kept relatively simple to focus on the value of repeat microgravity 
data in the East Mesa area of the Imperial Valley, in the vicinity of the All American Canal, southeast 
California, USA. The method is demonstrated with repeat microgravity data collected over a 10-year period 
following the lining of the All American Canal with concrete. This lining of the canal resulted in the removal 
of a large source of seepage (recharge) causing groundwater levels, groundwater storage, and gravity all 
to declined considerably. The study area and field data are used to demonstrate a novel forward gravity 
modeling application linked to MODFLOW input and output files. The analysis demonstrates that including 
gravity data, compared to drawdown data alone, improves model parameter identifiability and reduces 
uncertainty in parameter estimates. This USGS data release contains all of the input and output files for the 
simulations described in the associated journal article (https://doi.org/10.1111/gwat.13167).</abstract>
      <purpose>A MODFLOW-NWT groundwater-flow model was created to demonstrate the application of repeat microgravity 
data as flux calibration targets. The development of the model input and output files included in this data release 
are documented in the article published in the journal Groundwater (https://doi.org/10.1111/gwat.13167)</purpose>
      <supplinf>Support is provided for correcting errors in the data release and clarification of the modeling conducted 
by the U.S. Geological Survey. Users are encouraged to review the accompanying journal article 
(https://doi.org/10.1111/gwat.13167) to understand the purpose, construction, and limitations of this 
model. The model will run successfully only if the original directory structure is correctly restored. The 
model archive is broken into several pieces to reduce the likelihood of download timeouts. Instructions 
for reconstructing the original directory structure and running the model included in this data release 
and described in the model documentation report can be found in the readme.txt ASCII file which can 
be downloaded as part of this data release. Please note: this model is not intended to be an accurate 
simulation of groundwater conditions in the Imperial Valley or Mexicali Valleys. Importantly, substantial 
groundwater pumping outside the model boundaries was not simulated. Optimal parameter values may 
be different for different models of the same groundwater-flow system.</supplinf>
    </descript>
    <timeperd>
      <timeinfo>
        <rngdates>
          <begdate>19400501</begdate>
          <enddate>20190501</enddate>
        </rngdates>
      </timeinfo>
      <current>publication date</current>
    </timeperd>
    <status>
      <progress>Complete</progress>
      <update>Not planned</update>
    </status>
    <spdom>
      <bounding>
        <westbc>-115.3400</westbc>
        <eastbc>-114.6039</eastbc>
        <northbc>33.0823</northbc>
        <southbc>32.5700</southbc>
      </bounding>
    </spdom>
    <keywords>
      <theme>
        <themekt>ISO 19115 Topic Category</themekt>
        <themekey>geoscientificInformation</themekey>
        <themekey>location</themekey>
        <themekey>environment</themekey>
      </theme>
      <theme>
        <themekt>USGS Thesaurus</themekt>
        <themekey>usgsgroundwatermodel</themekey>
        <themekey>MODFLOW-NWT</themekey>
        <themekey>Groundwater</themekey>
        <themekey>InlandWaters</themekey>
        <themekey>Groundwater Model</themekey>
        <themekey>PEST++</themekey>
      </theme>
      <theme>
        <themekt>None</themekt>
        <themekey>Southwest Gravity Program</themekey>
        <themekey>repeat microgravity</themekey>
        <themekey>Arizona Water Science Center</themekey>
      </theme>
      	<theme>
         <themekt>USGS Metadata Identifier</themekt>
         <themekey>USGS:79e2e22d-b0cb-4b3b-a9a5-d9f32f679d22</themekey>
        </theme>
      <place>
        <placekt>Geographic Names Information System</placekt>
        <placekey>Imperial Valley</placekey>
        <placekey>California</placekey>
        <placekey>Colorado River</placekey>
        <placekey>Algodones Dunes</placekey>
        <placekey>Imperial County</placekey>
      </place>
    </keywords>
    <accconst>None. Acknowledgement of the U.S. Geological Survey would be appreciated in products derived from this data release.</accconst>
    <useconst>none</useconst>
    <ptcontac>
      <cntinfo>
        <cntperp>
          <cntper>Jeffrey Kennedy</cntper>
          <cntorg>U.S. Geological Survey, Arizona Water Science Center</cntorg>
        </cntperp>
        <cntaddr>
          <addrtype>mailing and physical</addrtype>
          <address>2255 N Gemini Dr</address>
          <city>Flagstaff</city>
          <state>AZ</state>
          <postal>86001</postal>
          <country>USA</country>
        </cntaddr>
        <cntvoice>928-556-7087</cntvoice>
        <cntemail>jkennedy@usgs.gov</cntemail>
      </cntinfo>
    </ptcontac>
    <browse>
      <browsen>https://water.usgs.gov/GIS/browse/kennedy2021_groundwaterThumbnail.jpg</browsen>
      <browsed>Image of the model domain and active area of the model.</browsed>
      <browset>jpg</browset>
    </browse>
    <datacred>City of Needles</datacred>
   </idinfo>
  <dataqual>
    <attracc>
      <attraccr>Parameter values were determined using PEST++ (pestpp-glm). Drawdown at 29 wells and repeat microgravity data at 12 stations were used for calibration. Final parameter values are presented as distributions with accompanying uncertainty rather than a single, optimal parameter set. Parameter uncertainty is the topic of the accompanying journal article (https://doi.org/10.1111/gwat.13167). </attraccr>
    </attracc>
    <logic>No formal logical accuracy tests were conducted</logic>
    <complete>Data set is considered complete for the information presented, as described in the abstract. Users are advised to read the rest of the metadata record and the associated journal article (https://doi.org/10.1111/gwat.13167) for additional details.</complete>
    <posacc>
      <horizpa>
        <horizpar>No formal positional accuracy tests were conducted</horizpar>
      </horizpa>
      <vertacc>
        <vertaccr>No formal positional accuracy tests were conducted</vertaccr>
      </vertacc>
    </posacc>
    <lineage>
      <procstep>
        <procdesc>The process used to develop, calibrate, and apply the model is 
fully described in the associated journal article 
(https://doi.org/10.1111/gwat.13167).</procdesc>
        <procdate>2021</procdate>
      </procstep>
    </lineage>
  </dataqual>
  <spdoinfo>
    <direct>Raster</direct>
    <rastinfo>
      <rasttype>pixel</rasttype>
    </rastinfo>
  </spdoinfo>
  <spref>
    <horizsys>
      <planar>
        <mapproj>
          <mapprojn>WGS_1984_UTM_Zone_11N</mapprojn>
          <transmer>
            <sfctrmer>0.9996</sfctrmer>
            <longcm>-117.0</longcm>
            <latprjo>0.0</latprjo>
            <feast>500000.0</feast>
            <fnorth>0.0</fnorth>
          </transmer>
        </mapproj>
        <planci>
          <plance>row and column</plance>
          <coordrep>
            <absres>250</absres>
            <ordres>250</ordres>
          </coordrep>
          <plandu>meters</plandu>
        </planci>
      </planar>
    </horizsys>
    <vertdef>
      <altsys>
        <altdatum>North American Vertical Datum of 1988</altdatum>
        <altres>1.0</altres>
        <altunits>meters</altunits>
        <altenc>Attribute values</altenc>
      </altsys>
    </vertdef>
  </spref>
  <eainfo>
    <detailed>
      <enttyp>
        <enttypl>kennedy2021_groundwater.shp</enttypl>
        <enttypd>ESRI Polygon shapefile</enttypd>
        <enttypds>U.S. Geological Survey</enttypds>
      </enttyp>
      <attr>
	<attrlabl>Area</attrlabl>
	<attrdef>Text string indicating is polygon area is active or inactive in the model.</attrdef>
	<attrdefs>https://doi.org/10.1111/gwat.13167</attrdefs>
	<attrdomv>
		<edom>
			<edomv>usgsgroundwatermodel</edomv>
			<edomvd>Delineation of active and inactive areas in the model.</edomvd>
			<edomvds>https://doi.org/10.1111/gwat.13167</edomvds>
		</edom>
	</attrdomv>
</attr>		
    </detailed>
    <overview>
      <eaover>Wildermuth, L., Kennedy, J.R., 2022, MODFLOW-NWT groundwater model demonstrating groundwater model calibration with repeat microgravity measurements: U.S. Geological Survey data release</eaover>
      <eadetcit>https://doi.org/10.5066/P9575C61</eadetcit>
    </overview>
  </eainfo>
  <distinfo>
    <distrib>
			<cntinfo>
				<cntorgp>
					<cntorg>U.S. Geological Survey</cntorg>
					<cntper>Michael Ierardi</cntper>
				</cntorgp>
				<cntpos>IT Specialist</cntpos>
				<cntaddr>
					<addrtype>mailing</addrtype>
					<address>445 National Center</address>
					<city>Reston</city>
					<state>VA</state>
					<postal>20192</postal>
				</cntaddr>
				<cntvoice>1-888-275-8747 (1-888-ASK-USGS)</cntvoice>
				<cntemail>mierardi@usgs.gov</cntemail>
			</cntinfo>
    </distrib>
    <distliab>The data have been approved for release by the U.S. Geological Survey (USGS). Although the 
data have been subjected to rigorous review and are substantially complete, the USGS reserves 
the right to revise the data pursuant to further analysis and review. Furthermore, the data are 
released on the condition that neither the USGS nor the U.S. Government shall be held liable 
for any damages resulting from authorized or unauthorized use. 
		
Although the data, software, and related material have been processed successfully on a 
computer system at the USGS, no warranty expressed or implied is made regarding the 
display or utility of the data for other purposes, nor on all computer systems, nor shall the 
act of distribution constitute any such warranty. 
		
The USGS or the U.S. Government shall not be held liable for improper or incorrect use of 
the data described and/or contained herein. Any use of trade, product, or firm names is for 
descriptive purposes only and does not imply endorsement by the U.S. Government.</distliab>
    <stdorder>
      <digform>
        <digtinfo>
          <formname>readme.txt</formname>
          <formvern>1.0</formvern>
          <formspec>ASCII text file</formspec>
          <formcont>This ASCII text file describes the model data release. This file also includes instructions on how to run the models contained in this data release.</formcont>
          <transize>0.021</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/readme.txt</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>modelgeoref.txt</formname>
          <formvern>1.0</formvern>
          <formspec>ASCII text file</formspec>
          <formcont>This ASCII text file defines the four corners of the model domain in decimal degrees. Model data files are in the WGS_1984_UTM_Zone_11N  projection.</formcont>
          <transize>0.008</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/modelgeoref.txt</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>ancillary.zip</formname>
          <formvern>none</formvern>
          <formspec>ZIP</formspec>
          <formcont>This ZIP file contains ancillary data including the PEST control files for PEST++ GLM calibration, and Slurm scripts for running PEST++ GLM on the USGS Denali supercomputer cluster.</formcont>
          <transize>94.3</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/ancillary.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>bin.zip</formname>
          <formvern>none</formvern>
          <formspec>ZIP file</formspec>
          <formcont>ZIP file containing the MODFLOW_NWT executable used to run the model, the 
      PEST++ executables used for model analysis, and an executable ("Heavy") for calculating gravity change from the MODFLOW output. All are compiled for linux on the USGS Denali cluster.</formcont>
          <transize>10.9</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/bin.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>georef.zip</formname>
          <formvern>none</formvern>
          <formspec>ZIP file</formspec>
          <formcont>ZIP file containing a shapefile which defines the active and active portions of the model.</formcont>
          <transize>0.007</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/georef.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>model.zip</formname>
          <formvern>none</formvern>
          <formspec>ZIP file</formspec>
          <formcont>This ZIP file contains the input files for the MODFLOW-NWT model documented in this data release. </formcont>
          <transize>3.24</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/model.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>output.zip</formname>
          <formvern>none</formvern>
          <formspec>ZIP file</formspec>
          <formcont>This ZIP file contains the output files for the MODFLOW-NWT model documented in this data release. </formcont>
          <transize>2.82</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/output.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <digform>
        <digtinfo>
          <formname>source.zip</formname>
          <formvern>1.0</formvern>
          <formspec>ZIP file</formspec>
          <formcont>ZIP file containing source files of MODFLOW-NWT, PEST++, and the forward-gravity model used to run model simulations included in the data release. </formcont>
          <transize>66.3</transize>
        </digtinfo>
        <digtopt>
          <onlinopt>
            <computer>
              <networka>
                <networkr>https://water.usgs.gov/GIS/dsdl/gwmodels/kennedy2021_groundwater/source.zip</networkr>
              </networka>
            </computer>
          </onlinopt>
        </digtopt>
      </digform>
      <fees>None</fees>
    </stdorder>
  </distinfo>
  <metainfo>
    <metd>20220105</metd>
    <metc>
      <cntinfo>
        <cntorgp>
          <cntorg>U.S. Geological Survey</cntorg>
        </cntorgp>
        <cntpos>Ask USGS -- Water Webserver Team</cntpos>
        <cntaddr>
          <addrtype>mailing</addrtype>
          <address>445 National Center</address>
          <city>Reston</city>
          <state>VA</state>
          <postal>20192</postal>
        </cntaddr>
        <cntvoice>1-888-275-8747 (1-888-ASK-USGS)</cntvoice>
        <cntemail>mierardi@usgs.gov</cntemail>
      </cntinfo>
    </metc>
    <metstdn>FGDC Content Standards for Digital Geospatial Metadata</metstdn>
    <metstdv>FGDC-STD-001-1998</metstdv>
  </metainfo>
</metadata>
