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The study area includes a small portion of southern Lake Huron at its outlet, the St. Clair River (which flows out of Lake Huron), Lake St. Clair, the Detroit River (which flows into Lake Erie), a small portion of western Lake Erie, and adjacent lands and waters.  These data sets contain sensitive biological resource data for freshwater fish species. Vector polygons, lines, and points in these data sets represent fish distribution, concentration areas, and spawning areas.

Species-specific abundance, seasonality, status, life history, and source information are stored in associated data tables (described in Entity Attribute Overview below) designed to be used in conjunction with this spatial data layer. This data set is a portion of the ESI data for the Great Lakes - St. Clair / Detroit River System.

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        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://response.restoration.noaa.gov/esi_download</gmd:URL>
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                <gco:CharacterString>This feature class is part of the downloadable Esri Arc Geodatabase.</gco:CharacterString>
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    <gmd:DQ_DataQuality>
      <gmd:scope>
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            <gmd:MD_ScopeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
          </gmd:level>
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      <gmd:report>
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          <gmd:evaluationMethodDescription>
            <gco:CharacterString>A multi-stage error checking process is used to verify both attribute accuracy and logical consistency throughout data production. The process includes a standardized data entry methodology, data review by in-house and external resource experts, a final Quality Assurance/Quality Control (QA/QC) process, and multiple automated logical consistency checks. Quantitative data (such as densities, counts, abundances, or concentrations) provided by resource experts for inclusion in the data set may vary widely in attribute accuracy, depending upon the methodology used to collect and compile such data. For a more detailed evaluation of source data attribute accuracy, check the sources listed in the Lineage section.</gco:CharacterString>
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          <gmd:evaluationMethodDescription>
            <gco:CharacterString>These data represent a synthesis of sources of data, e.g., expert knowledge, available hardcopy documents, survey data, maps, and digital data on Fish distributions in the Great Lakes - St. Clair-Detroit River System. These data do not represent all Fish occurrences in the St. Clair-Detroit River region.

The following list of species includes those for two distinct areas of the Great Lakes: the Straits of Mackinac in northern Michigan, and the St. Clair / Detroit River System in southeastern Michigan. This is because these two study areas were initially combined into a single ArcGIS geodatabase, before being separated for publication.  Many species are mapped in both study areas, but there may be other species that are mapped in one study area and not the other.

The following species are included in this data set, though not all occurrences may be mapped (Species_ID, Common Name, Scientific Name [n/a if not applicable]): 68, Chinook salmon, Oncorhynchus tshawytscha; 69, Coho salmon, Oncorhynchus kisutch; 70, Pink salmon, Oncorhynchus gorbuscha; 74, Rainbow trout, Oncorhynchus mykiss; 84, Rainbow smelt, Osmerus mordax; 85, Alewife, Alosa pseudoharengus; 144, Atlantic salmon, Salmo salar; 152, Yellow perch, Perca flavescens; 161, Lake sturgeon, Acipenser fulvescens; 164, Cisco, Coregonus spp.; 165, Lake whitefish, Coregonus clupeaformis; 167, Lake trout, Salvelinus namaycush; 174, Longnose sucker, Catostomus catostomus; 175, White sucker, Catostomus commersoni; 179, Largemouth bass, Micropterus salmoides; 180, Smallmouth bass, Micropterus dolomieu; 185, Northern pike, Esox lucius; 186, Muskellunge, Esox masquinongy; 187, Sauger, Sander canadensis; 188, Walleye, Stizostedion vitreum vitreum; 201, Channel catfish, Ictalurus punctatus; 232, Trout perch, Percopsis omiscomaycus; 237, Burbot, Lota lota; 238, Round whitefish (menomonee), Prosopium cylindraceum; 247, Emerald shiner, Notropis atherinoides; 1266, Lake chub, Couesius plumbeus; 1271, Slimy sculpin, Cottus cognatus; 1285, Brindled madtom, Noturus miurus; 1286, Northern madtom, Noturus stigmosus; 1287, Eastern sand darter, Ammocrypta pellucida; 1288, Kiyi, Coregonus kiyi; 1290, Spoonhead sculpin, Cottus ricei; 1291, Mooneye, Hiodon tergisus; 1292, Silver chub, Macrhybopsis storeriana; 1293, Pugnose minnow, Opsopoeodus emiliae; 1294, River darter, Percina shumardi; 1295, Bloater, Coregonus hoyi; 1296, Round goby, Neogobius melanostomus; 1297, Suckers, Catostomidae  spp.; 1298, Deepwater sculpin, Myoxocephalus thompsonii.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
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      <gmd:report>
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            <gco:CharacterString>Conceptual Consistency</gco:CharacterString>
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          <gmd:evaluationMethodDescription>
            <gco:CharacterString>A multi-stage error checking process, described in the above Attribute Accuracy Report, is used to verify both attribute accuracy and logical consistency throughout data production. This process includes multiple automated logical consistency checks that test the files for missing or duplicate data, rules for proper coding, GIS topological consistencies, and SQL SERVER(R) to ArcGIS(R) consistencies. A final review is made by the GIS manager, before the complete Geodatabase and metadata are created. After the data are delivered to NOAA, they are again subjected to several consistency checks, and processed into the final delivery format.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_ConceptualConsistency>
      </gmd:report>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:statement>
            <gco:CharacterString>Sources and Process Steps cited below in this metadata record include those used for two distinct areas of the Great Lakes: the Straits of Mackinac in northern Michigan, and the St. Clair / Detroit River System in southeastern Michigan. This is because these two study areas were initially combined into a single ArcGIS geodatabase, before being separated for publication.   Some sources and process steps were used in both study areas, but there may be others that pertain to one study area and not the other.  As a final procedural step to prepare the geodatabases for publication, the spatial data data corresponding to each respective area were clipped in ArcGIS according to the two distinct geographic study areas.</gco:CharacterString>
          </gmd:statement>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Two main sources of data were used to depict fish distribution and seasonality for the FISH data layer: 1) personal interviews with resource experts from Bay Mills Indian Community, Chippewa Ottawa Resource Authority (CORA), Grand Traverse Band of Ottawa and Chippewa Indians, Little Traverse Bay Bands of Odawa Indians, Michigan Department of Natural Resources (DNR), Sault Ste. Marie Tribe of Chippewa Indians, U.S. Fish and Wildlife Service (USFWS), and U.S. Geological Survey (USGS) and 2) numerous published and unpublished reports and datasets. Fish species depicted in this atlas include species of conservation interest, or species of commercial, recreational, or ecological importance.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
              </gmd:dateTime>
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                <gmd:CI_ResponsibleParty>
                  <gmd:positionName>
                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
                  </gmd:positionName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
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                  </gmd:contactInfo>
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                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>General distributions (FISH layer) – Fish general distributions were mapped using expert knowledge collected during workshops. Species included were determined by the experts for each of the basins in the study area. In Lakes Michigan and Huron, fish general distributions were mapped according to bathymetry. Polygons were created for the following depth zones: 0-10 m, 10-40 m, and &gt;40 m, and species assemblages and appropriate life history stages and seasonalities were mapped in each zone. In the St. Clair – Detroit River System study area, fish general distributions were mapped according to geography. Species assemblages and appropriate life history stages and seasonalities were mapped to the following individual areas: St. Clair River, St. Clair Flats, Lake St. Clair, upper Detroit River, lower Detroit River, and western Lake Erie. Expert knowledge for mapping of fish general distributions was supplemented with information from reports and publications.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
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                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
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                        </gmd:CI_Address>
                      </gmd:address>
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                  </gmd:contactInfo>
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                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Concentration areas and tributaries (FISH layer) – Concentrations areas of various species were mapped using expert knowledge collected in workshops. Experts were asked to identify concentrations areas for any of the mapped species, and the species were mapped with a concentration of “HIGH” in polygons covering each of these areas. Experts also provided species lists and life history stages present in the tributaries of Lakes Michigan and Huron. Fish in larger tributaries were mapped as polygons, and fish in smaller tributaries and streams were mapped as lines.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
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                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
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                      <gmd:address>
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                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
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                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>One main source of data was used to depict fish distribution and seasonality for the FISHL data layer: personal interviews with resource experts from Grand Traverse Band of Ottawa and Chippewa Indians, Little Traverse Bay Bands of Odawa Indians, Michigan Department of Natural Resources (DNR), Sault Ste. Marie Tribe of Chippewa Indians, and U.S. Fish and Wildlife Service (USFWS). Experts provided species lists and life history stages present in the tributaries of Lake Michigan. Fish in larger tributaries were mapped as polygons, and fish in smaller tributaries and streams were mapped as lines.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
              </gmd:dateTime>
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                <gmd:CI_ResponsibleParty>
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                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
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                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
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                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
                          </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                      </gmd:address>
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                  </gmd:contactInfo>
                  <gmd:role>
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                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Two main sources of data were used to depict fish point distribution and seasonality for the FISHPT data layer: 1) personal interviews with resource experts from Bay Mills Indian Community, Chippewa Ottawa Resource Authority (CORA), Grand Traverse Band of Ottawa and Chippewa Indians, Little Traverse Bay Bands of Odawa Indians, Michigan Department of Natural Resources (DNR), Sault Ste. Marie Tribe of Chippewa Indians, U.S. Fish and Wildlife Service (USFWS), and U.S. Geological Survey (USGS) and 2) numerous published and unpublished reports and datasets. Spawning locations – Point locations of spawning sites were provided by Great Lakes Aquatic Habitat Framework (GLAHF). Additional spawning point locations were included from documents, publications, and maps provided by DNR, Michigan SeaGrant, and USGS, and from personal communication with resource experts.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
              </gmd:dateTime>
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
                  <gmd:positionName>
                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
                  </gmd:positionName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
                          </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                      </gmd:address>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>The above digital and/or hardcopy sources were compiled by the project biologist to create the FISH, FISHL, FISHPT data layers. Depending on the type of source data, three general approaches are used for compiling the data layers: 1) information gathered during initial interviews and from hardcopy sources are compiled onto U.S. Geological Survey 1:50,000 topographic quadrangles and digitized; 2) hardcopy maps are digitized at their source scale; 3) digital data layers are evaluated and used "as is" or integrated with the hardcopy data sources.  See the Lineage section for additional information on the type of source data for this data layer. The ESI, biology, and human-use data are compiled into the standard ESI digital data format. A second set of interviews with participating resource experts are conducted to review the compiled data.  If necessary, edits to the FISH, FISHL, and/or FISHPT data layers are made based on the recommendations of the resource experts, and final hardcopy maps and digital data are created.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2019-09-23T00:00:00</gco:DateTime>
              </gmd:dateTime>
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
                  <gmd:positionName>
                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
                  </gmd:positionName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
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            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Sources and Process Steps cited in this metadata record include those used for two distinct areas of the Great Lakes: the Straits of Mackinac in northern Michigan, and the St. Clair / Detroit River System in southeastern Michigan. This is because these two study areas were initially combined into a single ArcGIS geodatabase, before being separated for publication. Some sources and process steps were used in both study areas, but there may be others that pertain to one study area and not the other. As a final procedural step to prepare the geodatabases for publication, the spatial data data corresponding to each respective area were clipped in ArcGIS according to the two distinct geographic study areas.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2020-09-30T00:00:00</gco:DateTime>
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                <gmd:CI_ResponsibleParty>
                  <gmd:positionName>
                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
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                      <gmd:address>
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                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
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                        </gmd:CI_Address>
                      </gmd:address>
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                  </gmd:contactInfo>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
                  </gmd:role>
                </gmd:CI_ResponsibleParty>
              </gmd:processor>
            </gmd:LI_ProcessStep>
          </gmd:processStep>
          <gmd:processStep>
            <gmd:LI_ProcessStep>
              <gmd:description>
                <gco:CharacterString>Sources and Process Steps cited above in this metadata record include those used for two distinct areas of the Great Lakes: the Straits of Mackinac in northern Michigan, and the St. Clair / Detroit River System in southeastern Michigan. This is because these two study areas were initially combined into a single ArcGIS geodatabase, before being separated for publication. Some sources and process steps were used in both study areas, but there may be others that pertain to one study area and not the other. As a final procedural step to prepare the geodatabases for publication, the spatial data data corresponding to each respective area were clipped in ArcGIS according to the two distinct geographic study areas.</gco:CharacterString>
              </gmd:description>
              <gmd:dateTime>
                <gco:DateTime>2020-09-30T00:00:00</gco:DateTime>
              </gmd:dateTime>
              <gmd:processor>
                <gmd:CI_ResponsibleParty>
                  <gmd:positionName>
                    <gco:CharacterString>ESI Program Manager</gco:CharacterString>
                  </gmd:positionName>
                  <gmd:contactInfo>
                    <gmd:CI_Contact>
                      <gmd:address>
                        <gmd:CI_Address>
                          <gmd:electronicMailAddress>
                            <gco:CharacterString>orr.esi@noaa.gov</gco:CharacterString>
                          </gmd:electronicMailAddress>
                        </gmd:CI_Address>
                      </gmd:address>
                    </gmd:CI_Contact>
                  </gmd:contactInfo>
                  <gmd:role>
                    <gmd:CI_RoleCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:CI_RoleCode" codeListValue="processor">processor</gmd:CI_RoleCode>
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          <gmd:source>
            <gmd:LI_Source>
              <gmd:description>
                <gco:CharacterString>Source Contribution: FISHPT Info</gco:CharacterString>
              </gmd:description>
              <gmd:sourceCitation>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>A MODEL TO LOCATE POTENTIAL AREAS FOR LAKE STURGEON SPAWNING HABITAT CONSTRUCTION IN THE ST. CLAIR-DETROIT RIVER SYSTEM. JOURNAL OF GREAT LAKES RESEARCH SUPPLEMENT 40: 43-51</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2014-01-01</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                      </gmd:dateType>
                    </gmd:CI_Date>
                  </gmd:date>
                  <gmd:citedResponsibleParty>
                    <gmd:CI_ResponsibleParty>
                      <gmd:individualName>
                        <gco:CharacterString>BENNION, D. H., B. A. MANNY</gco:CharacterString>
                      </gmd:individualName>
                      <gmd:contactInfo>
                        <gmd:CI_Contact>
                          <gmd:onlineResource>
                            <gmd:CI_OnlineResource>
                              <gmd:linkage>
                                <gmd:URL>http://dx.doi.org/10.1016/j.jglr.2014.02.002</gmd:URL>
                              </gmd:linkage>
                              <gmd:protocol>
                                <gco:CharacterString>WWW:LINK-1.0-http--link</gco:CharacterString>
                              </gmd:protocol>
                              <gmd:name>
                                <gco:CharacterString>A model to locate potential areas for lake sturgeon spawning habitat construction in the St. Clair–Detroit River System</gco:CharacterString>
                              </gmd:name>
                              <gmd:description>
                                <gco:CharacterString>Article Abstract</gco:CharacterString>
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                              <gmd:function>
                                <gmd:CI_OnLineFunctionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</gmd:CI_OnLineFunctionCode>
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