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The study area includes the United States portion of Lake Erie, covering the coastal portions of Ohio, Pennsylvania, and New York from the Michigan/Ohio border to the west to the New York/Canada border to the east. These data sets contain sensitive biological resource data for freshwater fish species in Lake Erie.  Vector polygons in this data set represent fish distribution, concentration areas, and spawning areas. Vector points in this data set represent fish 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 Lake Erie.

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            <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>
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                <gco:CharacterString>Three main sources of data were used to depict fish distribution and seasonality for these data layers: 1) personal interviews with resource experts from the New York State Department of Environmental Conservation (NYSDEC), the Seneca Nation of Indians, U.S. Geological Survey (USGS), U.S. Fish and Wildlife Service (USFWS), Ohio Department of Natural Resources (ODNR), and Pennsylvania Fish and Boat Commission (PFBC); and 2) numerous published and unpublished reports and datasets. General distributions: Fish general distributions were mapped using expert knowledge collected during workshops. Species included were determined by the experts for Lake Erie, tributaries, and the Niagara River. For fish general distributions, Lake Erie was divided into a western portion (waters west of the Black River) and a central and eastern portion (waters east of the Black River). This division follows natural differences in the fish community and lake depth, and within each of these portions, fish were mapped according to bathymetry. Polygons were created for the following depth zones in the western basin: 0-3 m and &gt;3 m. Polygons were created for the following depth zones in the central and eastern basin: 0-10 m, 10-20 m, and &gt;20 m. Species assemblages and appropriate life history stages and seasonalities were mapped in each zone. General distributions of fish in the Niagara River were mapped separately upstream and downstream of Niagara Falls. Expert knowledge for mapping of fish general distributions was supplemented with information from reports and publications. 

Concentration areas and tributaries: 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 mapping qualifier of "Concentration Area" in polygons covering each of these areas. Expert knowledge for mapping of fish concentration areas was supplemented with information from reports and publications. Experts also provided species lists and life history stages present in the tributaries of Lake Erie. 

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                <gco:CharacterString>Depending on the type of source data, three general approaches are used for compiling these data layers: 1) information gathered during initial interviews and from hardcopy sources are compiled onto U.S. Geological Survey 1:42,000 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 &amp; FISHPT data layers are made based on the recommendations of the resource experts, and final hardcopy maps and digital data are created.</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: Journal of Fish and Wildlife Management 11(2):634-643. e1944-687X. Document; FISH INFO.</gco:CharacterString>
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                    <gco:CharacterString>AGE AND GROWTH OF NIAGARA RIVER LAKE STURGEON</gco:CharacterString>
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                        <gco:CharacterString>WITHERS JL, GORSKY D, BIESINGER Z, EINHOUSE D, CLANCY M, DAVIS L, KARBOSKI C, LEGARD C, BRUESTLE E, MARKLEY N, ROTH R, ZIMAR R, SWEKA JA.</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: JOURNAL OF FISH AND WILDLIFE MANAGEMENT 9:266-273. VECTOR DIGITAL DATA IN FIGURE 1 PROVIDED BY JOHN SWEKA. FISH INFO.</gco:CharacterString>
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                    <gco:CharacterString>DISCOVERY OF AN UNDOCUMENTED LAKE STURGEON SPAWNING SITE IN THE HEADWATERS OF THE NIAGARA RIVER</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: PERSONAL COMMUNICATION; FISH INFO.</gco:CharacterString>
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                    <gco:CharacterString>FISH OF WESTERN LAKE ERIE</gco:CharacterString>
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                        <gco:CharacterString>JUSTIN CHIOTTI (U.S. FISH AND WILDLIFE SERVICE) AND JIM BOASE (U.S. FISH AND WILDLIFE SERVICE)</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: VECTOR DIGITAL DATA; FISHPT INFO.</gco:CharacterString>
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                  <gmd:title>
                    <gco:CharacterString>FISH SPAWNING SITES IN THE GREAT LAKES</gco:CharacterString>
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                      <gmd:date>
                        <gco:Date>2011-01-01</gco:Date>
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                        <gco:CharacterString>GREAT LAKES AQUATIC HABITAT FRAMEWORK (GLAHF)</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: Animal Biotelemetry 9:40 DOCUMENT; FISH INFO.</gco:CharacterString>
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                    <gco:CharacterString>LARGE- AND SMALL-SCALE MOVEMENT AND DISTRIBUTION OF ACOUSTICALLY TAGGED LAKE STURGEON (ACIPENSER FULVESCENS) IN EASTERN LAKE ERIE</gco:CharacterString>
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                <gco:CharacterString>Source Contribution: AGENCIES REPRESENTED: USFWS, BUFFALO STATE UNIV., NEW YORK STATE DEPT OF ENVIRONMENTAL CONSERVATION, SENECA NATION, U.S. GEOLOGICAL SURVEY, OHIO DEPT OF NATURAL RESOURCES, MICHIGAN DEPT OF NATURAL RESOURCES, PENNSYLVANIA FISH AND BOAT COMMISSION. PERSONAL COMMUNICATION; FISH INFO.</gco:CharacterString>
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  <gmd:metadataConstraints>
    <gmd:MD_LegalConstraints>
      <gmd:accessConstraints>
        <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
      </gmd:accessConstraints>
      <gmd:useConstraints>
        <gmd:MD_RestrictionCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#gmd:MD_RestrictionCode" codeListValue="otherRestrictions">otherRestrictions</gmd:MD_RestrictionCode>
      </gmd:useConstraints>
      <gmd:otherConstraints>
        <gco:CharacterString>Access Constraints: None | Use Constraints: None</gco:CharacterString>
      </gmd:otherConstraints>
    </gmd:MD_LegalConstraints>
  </gmd:metadataConstraints>
</gmi:MI_Metadata>