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          </gmd:evaluationMethodDescription>
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            <gco:CharacterString>Horizontal Positional Accuracy</gco:CharacterString>
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            <gco:CharacterString>Spatial components for the biological data layers can come from expert interviews, hardcopy, or digital sources. Some of the spatial components of the biological data layers may have been developed using regional experts who estimate concentration areas.  It is difficult to estimate the positional accuracy of such data, except to state that they are compiled on hardcopy base maps with a scale of 1:24,000.  Some of the spatial components of the biological data sets are developed from pre-existing digital or hardcopy sources and reflect the positional accuracy of these original data.  See the Lineage and Process_Description sections for more information on the original data source and how these data were integrated or manipulated to create the final data set.  Note that biological resource data by their very nature are considered "fuzzy", and this should be understood when considering the positional accuracy of vector digital objects representing these resources.</gco:CharacterString>
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            <gco:CharacterString>Completeness Report</gco:CharacterString>
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            <gco:CharacterString>These data represent a synthesis of expert knowledge, survey data, and hardcopy maps.   These data do not necessarily represent all fish occurrences in Long Island.  The following species are included in this data set: (Species_ID, Common Name, Scientific Name [n/a if not applicable]):  65, Bluefish, Pomatomus saltatrix; 74, Rainbow trout, Oncorhynchus mykiss; 81, Spiny dogfish, Squalus acanthias; 84, Rainbow smelt, Osmerus mordax; 85, Alewife, Alosa pseudoharengus; 86, Blueback herring, Alosa aestivalis; 87, American shad, Alosa sapidissima; 88, Winter flounder, Pleuronectes americanus; 89, Cunner, Tautogolabrus adspersus; 93, Striped killifish, Fundulus majalis; 95, Mummichog, Fundulus heteroclitus; 97, Tautog, Tautoga onitis; 98, American eel, Anguilla rostrata; 99, Atlantic tomcod, Microgadus tomcod; 100, Brown trout, Salmo trutta; 101, Shortnose sturgeon, Acipenser brevirostrum; 102, Atlantic sturgeon, Acipenser oxyrinchus; 104, Striped bass, Morone saxatilis; 105, Hickory shad, Alosa mediocris; 108, Summer flounder, Paralichthys dentatus; 110, Black sea bass, Centropristis striata; 113, Bay anchovy, Anchoa mitchilli; 115, Atlantic menhaden, Brevoortia tyrannus; 121, Spot, Leiostomus xanthurus; 127, Spanish mackerel, Scomberomorus maculatus; 138, Weakfish, Cynoscion regalis; 142, Crevalle jack, Caranx hippos; 144, Atlantic salmon, Salmo salar; 145, White perch, Morone americana; 146, Atlantic herring, Clupea harengus; 147, Atlantic mackerel, Scomber scombrus; 148, Silver hake, Merluccius bilinearis; 149, Atlantic cod, Gadus morhua; 150, Scup, Stenotomus chrysops; 151, Northern puffer, Sphoeroides maculatus; 152, Yellow perch, Perca flavescens; 153, Northern kingfish, Menticirrhus saxatilis; 154, Pollock, Pollachius virens; 155, Red hake, Urophycis chuss; 156, American sand lance, Ammodytes americanus; 158, Butterfish, Peprilus triacanthus; 160, Windowpane, Scophthalmus aquosus; 162, Common carp, Cyprinus carpio; 163, Gizzard shad, Dorosoma cepedianum; 166, Brook trout, Salvelinus fontinalis; 173, White mullet, Mugil curema; 179, Largemouth bass, Micropterus salmoides; 180, Smallmouth bass, Micropterus dolomieu; 181, Black crappie, Pomoxis nigromaculatus; 182, Bluegill, Lepomis macrochirus; 211, Brown bullhead, Ameiurus nebulosus; 212, Pumpkinseed, Lepomis gibbosus; 274, Sheepshead minnow, Cyprinodon variegatus; 278, False albacore, Euthynnus alletteratus; 282, Mullet, Mugil spp.; 292, Chain pickerel, Esox niger; 294, Spotted hake, Urophycis regia; 311, Atlantic bonito, Sarda sarda; 335, Silversides, n/a; 353, Golden shiner, Notemigonus crysoleucas; 366, Hogchoker, Trinectes maculatus; 469, Pirate perch, Aphredoderus sayanus; 477, Cownose ray, Rhinoptera bonasus; 482, Northern pipefish, Syngnathus fuscus; 483, Northern searobin, Prionotus carolinus; 485, Oyster toadfish, Opsanus tau; 487, Skates, Raja spp.; 506, White catfish, Ameiurus catus; 614, Roughtail stingray, Dasyatis centroura; 891, Mudminnow, Umbra limi; 966, Clearnose skate, Raja eglanteria; 967, Sandbar shark, Carcharhinus plumbeus; 985, Redbreast sunfish, Lepomis auritus; 986, Tessellated darter, Etheostoma olmstedi; 999, Redfin pickerel, Esox americanus americanus; 1029, Gobies, n/a; 1044, Conger eels, n/a; 1087, White shark, Carcharodon carcharias; 1088, Lined seahorse, Hippocampus erectus; 1089, Little skate, Leucoraja erinacea; 1107, Sand tiger shark, Carcharias taurus; 1108, Smooth dogfish, Mustelus canis; 1109, Striped searobin, Prionotus evolans; 1126, Shortfin mako, Isurus oxyrinchus; 1127, Swamp darter, Etheostoma fusiforme; 1128, Banded sunfish, Enneacanthus obesus; 1129, Barndoor skate, Dipturus laevis; 1130, Dusky shark, Carcharhinus obscurus; 1131, Winter skate, Leucoraja ocellata.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
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        </gmd:DQ_CompletenessCommission>
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      <gmd:report>
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          <gmd:nameOfMeasure>
            <gco:CharacterString>Conceptual Consistency</gco:CharacterString>
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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 (such as dangles, unnecessary nodes, etc.), and SQL SERVER\xAE to ARC/INFO\xAE consistencies.  A final review is made by the GIS manager, where the data are written to CD-ROM and the metadata are written.After the data are delivered to NOAA, they are again subjected to a number of quality and consistency checks. In the process of checking for topological and database consistencies, new IDs and RARNUMs or HUNUMs are also generated.  The new IDs are a combination of atlas number, element number, and record number.  In addition, the value used to represent the element is modified to reflect the type of feature being mapped.  In the case of an element that is normally represented by a point or polygon, a value of 20 is added to the standard element value for mapping of linear features.  In the case where an element usually mapped as a polygon is represented by a point, a value of 30 is added to the regular element value.  The RARNUMs are also modified to include the atlas number, so multiple atlases can be combined and RARNUMs remain unique.  RARNUMs are redefined on an element basis, so "resource at risk" groupings will contain only a single element.  HUNUMs are also modified to include the atlas number.</gco:CharacterString>
          </gmd:evaluationMethodDescription>
          <gmd:result gco:nilReason="missing" />
        </gmd:DQ_ConceptualConsistency>
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        <gmd:LI_Lineage>
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                <gco:CharacterString>Two main sources of data were used to depict fish distribution and seasonality for this data layer: 1) personal interviews with resource experts from the New York State Department of Environmental Conservation (NYS DEC), Town of Hempstead, and East Hampton Town, and 2) numerous published and unpublished reports. Seasonality was based on the National Oceanic and Atmospheric Administration's (NOAA) Estuarine Living Marine Resources (ELMR) Program.The above digital and/or hardcopy sources were compiled by the project biologist to create the FISH data layer. Depending on the type of source data, three general approaches are used for compiling a biology data layer: 1) information gathered during initial interviews and from hardcopy sources is compiled onto U.S. Geological Survey 1:24,000 topographic quadrangles and digitized; 2) hardcopy maps are digitized at their source scale; and/or 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 compiled ESI, biology, and human-use data are plotted onto hardcopy draft maps.  Following the delivery of draft maps to the participating resource experts, a second set of interviews is conducted to review the maps.  If necessary, edits to the FISH data layer 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:DateTime>2009-03-01T00:00:00</gco:DateTime>
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              <gmd:sourceCitation>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>ABUNDANCE AND DISTRIBUTION DATA FOR REPTILES, AMPHIBIANS, AND TERRESTRIAL MAMMALS ON LONG ISLAND</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</gco:Date>
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                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://www.isotc211.org/2005/resources/Codelist/gmxCodelists.xml#CI_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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                    </gmd:CI_Date>
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                        <gco:CharacterString>TIM GREEN, BROOKHAVEN NATIONAL LABORATORY</gco:CharacterString>
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                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</gco:Date>
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                        <gco:CharacterString>CHRISTINA GRUHN, NYS DEC</gco:CharacterString>
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                  </gmd:citedResponsibleParty>
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                <gco:CharacterString>Source Contribution: FISH INFORMATION | Source Geospatial Form: EXPERT KNOWLEDGE | Type of Source Media: PERSONAL COMMUNICATION</gco:CharacterString>
              </gmd:description>
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                <gmd:CI_Citation>
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                    <gco:CharacterString>ABUNDANCE AND DISTRIBUTION OF FISH AND SHELLFISH IN NEARSHORE WATERS</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</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>
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                    </gmd:CI_Date>
                  </gmd:date>
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                    <gmd:CI_ResponsibleParty>
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                        <gco:CharacterString>KIM MCKOWN, NYS DEC</gco:CharacterString>
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                      <gmd:role gco:nilReason="inapplicable" />
                    </gmd:CI_ResponsibleParty>
                  </gmd:citedResponsibleParty>
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                </gmd:EX_Extent>
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                <gco:CharacterString>Source Contribution: FISH INFORMATION | Source Geospatial Form: EXPERT KNOWLEDGE | Type of Source Media: PERSONAL COMMUNICATION</gco:CharacterString>
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                    <gco:CharacterString>ABUNDANCE AND DISTRIBUTION OF FISH IN WATERS OF LONG ISLAND</gco:CharacterString>
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                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</gco:Date>
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                    </gmd:CI_Date>
                  </gmd:date>
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                        <gco:CharacterString>STEVE HEINS, NYS DEC</gco:CharacterString>
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                    </gmd:CI_ResponsibleParty>
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                </gmd:EX_Extent>
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                <gco:CharacterString>Source Contribution: FISH INFORMATION | Source Geospatial Form: EXPERT KNOWLEDGE | Type of Source Media: PERSONAL COMMUNICATION</gco:CharacterString>
              </gmd:description>
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                    <gco:CharacterString>ABUNDANCE AND DISTRIBUTION OF FRESHWATER FISH</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
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                    </gmd:CI_Date>
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                        <gco:CharacterString>CHARLES GUTHRIE, NYS DEC</gco:CharacterString>
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                      <gmd:role gco:nilReason="inapplicable" />
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                <gco:CharacterString>Source Contribution: FISH INFORMATION | Source Geospatial Form: EXPERT KNOWLEDGE | Type of Source Media: PERSONAL COMMUNICATION</gco:CharacterString>
              </gmd:description>
              <gmd:sourceCitation>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>ABUNDANCE AND DISTRIBUTION OF MARINE MAMMALS, SEA TURTLES, AND SEABIRDS</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2007-01-01</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>
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                    </gmd:CI_Date>
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                        <gco:CharacterString>DR. ARTHUR KOPELMAN, COASTAL RESEARCH AND EDUCATION SOCIETY OF LONG ISLAND (CRESLI)</gco:CharacterString>
                      </gmd:organisationName>
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                          <gml:timePosition>2007</gml:timePosition>
                        </gml:TimeInstant>
                      </gmd:extent>
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                <gco:CharacterString>Source Contribution: FISH INFORMATION | Source Geospatial Form: HARDCOPY TEXT | Type of Source Media: paper</gco:CharacterString>
              </gmd:description>
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                    <gco:CharacterString>DISTRIBUTION AND ABUNDANCE OF FISHES AND INVERTEBRATES IN MID-ATLANTIC ESTUARIES</gco:CharacterString>
                  </gmd:title>
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                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>1994-01-01</gco:Date>
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                        <gco:CharacterString>NOAA'S ESTUARINE LIVING MARINE RESOURCES PROGRAM</gco:CharacterString>
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                      <gmd:role gco:nilReason="inapplicable" />
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                        <gml:TimeInstant gml:id="sourceExtent-607420">
                          <gml:timePosition>1994</gml:timePosition>
                        </gml:TimeInstant>
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                    <gco:CharacterString>DISTRIBUTION AND ABUNDANCE OF FRESHWATER FISH IN LONG ISLAND SOUND</gco:CharacterString>
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                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2008-01-01</gco:Date>
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                      <gmd:organisationName>
                        <gco:CharacterString>H. O'RIORDAN, NYS DEC</gco:CharacterString>
                      </gmd:organisationName>
                      <gmd:role gco:nilReason="inapplicable" />
                    </gmd:CI_ResponsibleParty>
                  </gmd:citedResponsibleParty>
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