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        <idAbs>&lt;p&gt;NOAA Fisheries and its partners conduct fisheries-independent surveys in 8 regions in the US (Northeast, Southeast, Gulf of Mexico, West Coast, Gulf of Alaska, Bering Sea, Aleutian Islands, Hawai’i Islands). These surveys are designed to collect information on the seasonal distribution, relative abundance, and biodiversity of fish and invertebrate species found in U.S. waters. Over 900 species of fish and invertebrates have been identified in these surveys.&lt;/p&gt;</idAbs>
        <idCitation>
            <resTitle>Northeast US Fall Sample Locations</resTitle>
            <date>
                <pubDate>2023-04-01T00:00:00</pubDate>
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                <rpIndName>Timothy J Haverland</rpIndName>
                <rpOrgName>NMFS Office of Science and Technology</rpOrgName>
                <rpPosName>GIS App Developer</rpPosName>
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                        <eMailAdd>tim.haverland@noaa.gov</eMailAdd>
                        <delPoint>1315 East West Highway</delPoint>
                        <city>Silver Spring</city>
                        <adminArea>MD</adminArea>
                        <postCode>20910-3282</postCode>
                        <country>US</country>
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                        <voiceNum>301-427-8137</voiceNum>
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            <exDesc>Northeast US Fall Sample Locations 1974 to 2022</exDesc>
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            <rpIndName>Melissa Ann Karp</rpIndName>
            <rpOrgName>NMFS/OST/AMD</rpOrgName>
            <rpPosName>Fisheries Science Coordinator</rpPosName>
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                <cntAddress addressType="both">
                    <eMailAdd>melissa.karp@noaa.gov</eMailAdd>
                    <delPoint>1315 East West Hwy, Bldg. SSMC3</delPoint>
                    <city>Silver Spring</city>
                    <adminArea>MD</adminArea>
                    <postCode>20910-3282</postCode>
                    <country>US</country>
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        <keyword>Northeast US</keyword><keyword>US East Coast</keyword><keyword>1974 to 2022</keyword><keyword>distribution</keyword><keyword>seasonal distribution</keyword><keyword>fish</keyword><keyword>invertebrates</keyword><keyword>climate change</keyword><keyword>fishery-independent surveys</keyword><keyword>ecological dynamics</keyword><keyword>oceans</keyword><keyword>biosphere</keyword><keyword>earth science</keyword><keyword>species/population interactions</keyword><keyword>aquatic sciences</keyword><keyword>fisheries</keyword><keyword>range changes</keyword></searchKeys>
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            <keyword>distribution, seasonal distribution, fish, invertebrates, climate change, fishery-independent surveys, ecological dynamics, oceans, biosphere, earth science, species/population interactions, aquatic sciences, fisheries, range changes</keyword>
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        <idPurp>These data were created as part of the DisMAP project to enable visualization and analysis of changes in fish and invertebrate distributions. This survey points layer provides information on both the locations where species are caught in several NOAA Fisheries surveys and the amount (i.e., biomass weight catch per unit effort, standardized to kg/ha) of each species that was caught at each location. Information on species distributions is of paramount importance for understanding and preparing for climate-change impacts, and plays a key role in climate-ready fisheries management.</idPurp>
        <idCredit>The Sample Locations were produced by NMFS OST in partnership with OceanAdapt at Rutgers University</idCredit>
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                <useLimit>&lt;p&gt;***No Warranty*** The user assumes the entire risk related to its use of these data. NMFS is providing these data "as is" and NMFS disclaims any and all warranties, whether express or implied, including (without limitation) any implied warranties of merchantability or fitness for a particular purpose. No warranty expressed or implied is made regarding the accuracy or utility of the data on any other system or for general or scientific purposes, nor shall the act of distribution constitute any such warranty. It is strongly recommended that careful attention be paid to the contents of the metadata file associated with these data to evaluate dataset limitations, restrictions or intended use. In no event will NMFS be liable to you or to any third party for any direct, indirect, incidental, consequential, special or exemplary damages or lost profit resulting from any use or misuse of these data.&lt;/p&gt;</useLimit>
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        <rpIndName>John F Kennedy</rpIndName>
        <rpOrgName>NMFS Office of Science and Technology</rpOrgName>
        <rpPosName>GIS Specialist</rpPosName>
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            <cntAddress addressType="both">
                <eMailAdd>john.f.kennedy@noaa.gov</eMailAdd>
                <delPoint>1315 East West Highway</delPoint>
                <city>Silver Spring</city>
                <adminArea>MD</adminArea>
                <postCode>20910-3282</postCode>
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                <featSet>Sample Locations</featSet>
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            <statement>The survey points layers were created by conducting several processing steps of the raw fishery-independent survey catch-per-unit effort data, using R and Python scripts to clean and standardize the datasets. The data processing workflow, as well as information on the original sources of the data, are provided in detail in the below Sources and Process Steps.</statement>
            <dataSource type="">
                <srcDesc>Data for Northeast US Fall Sample Locations 1974 to 2022 was downloaded from: https://inport.nmfs.noaa.gov/inport/item/22560, For Spring data: https://inport.nmfs.noaa.gov/inport/item/22561, POC: Paul Kostovick (or Sean Lucey)</srcDesc>
                <srcCitatn>
                    <resTitle>Northeast Fisheries Science Center Bottom Trawl Survey</resTitle>
                    <date>
                        <pubDate>2023-04-01T00:59:00</pubDate>
                    </date>
                </srcCitatn>
                <srcMedName>
                    <MedNameCd value="015"/>
                </srcMedName>
            </dataSource>
            <prcStep>
                <stepDesc>The data was obtained from the above sources as raw survey data. Please refer to the original source for detailed metadata information on each survey.</stepDesc>
                <stepDateTm>2023-04-01T00:00:00</stepDateTm>
                <stepProc>
                    <rpIndName>Melissa Ann Karp</rpIndName>
                    <rpOrgName>NMFS/OST/AMD</rpOrgName>
                    <rpPosName>Fisheries Science Coordinator</rpPosName>
                    <rpCntInfo>
                        <cntAddress addressType="both">
                            <eMailAdd>melissa.karp@noaa.gov</eMailAdd>
                            <delPoint>1315 East West Hwy, Bldg. SSMC3</delPoint>
                            <city>Silver Spring</city>
                            <adminArea>MD</adminArea>
                            <postCode>20910-3282</postCode>
                            <country>US</country>
                        </cntAddress>
                        <cntPhone>
                            <voiceNum>301-427-8202</voiceNum>
                        </cntPhone>
                    </rpCntInfo>
                    <role>
                        <RoleCd value="009"/>
                    </role>
                </stepProc>
            </prcStep>
            <prcStep>
                <stepDesc>The raw survey data was then processed using an R script, which combined the individual files collected for each regional survey into one dataset with standardized names and units across all regions, and removing unnecessary columns. During this processing step, decisions where made to in some cases trim a regions data to either eliminate certain years or strata based on evaluation of survey coverage for those years or strata.</stepDesc>
                <stepDateTm>2023-04-01T00:00:00</stepDateTm>
                <stepProc>
                    <rpIndName>Melissa Ann Karp</rpIndName>
                    <rpOrgName>NMFS/OST/AMD</rpOrgName>
                    <rpPosName>Fisheries Science Coordinator</rpPosName>
                    <rpCntInfo>
                        <cntAddress addressType="both">
                            <eMailAdd>melissa.karp@noaa.gov</eMailAdd>
                            <delPoint>1315 East West Hwy, Bldg. SSMC3</delPoint>
                            <city>Silver Spring</city>
                            <adminArea>MD</adminArea>
                            <postCode>20910-3282</postCode>
                            <country>US</country>
                        </cntAddress>
                        <cntPhone>
                            <voiceNum>301-427-8202</voiceNum>
                        </cntPhone>
                    </rpCntInfo>
                    <role>
                        <RoleCd value="009"/>
                    </role>
                </stepProc>
            </prcStep>
        </dataLineage>
        <report dimension="horizontal" type="DQConcConsis">
            <measDesc>no missing features</measDesc>
            <measResult>
                <ConResult>
                    <conSpec>
                        <resTitle>Reviewed by project staff</resTitle>
                        <date>
                            <pubDate>2023-03-15T00:00:00</pubDate>
                        </date>
                    </conSpec>
                    <conExpl>Reviewed by project staff</conExpl>
                    <conPass>1</conPass>
                </ConResult>
            </measResult>
        </report>
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        </distTranOps>
        <distFormat>
            <formatVer>Esri ArcGIS 13.1.0.41833</formatVer>
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        <distributor>
            <distorCont>
                <rpIndName>Timothy J Haverland</rpIndName>
                <rpOrgName>NMFS Office of Science and Technology</rpOrgName>
                <rpPosName>GIS App Developer</rpPosName>
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                        <adminArea>MD</adminArea>
                        <postCode>20910-3282</postCode>
                        <country>US</country>
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                    <cntPhone>
                        <voiceNum>301-427-8137</voiceNum>
                        <faxNum>301-713-4137</faxNum>
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                </rpCntInfo>
                <editorSave>True</editorSave>
                <displayName>Timothy J Haverland</displayName>
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                <enttypl>Sample Locations Attribute Table</enttypl>
                <enttypd>Sample Locations</enttypd>
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                <attrdef>Sample ID</attrdef>
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                <attrdef>Year</attrdef>
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                <attrdef>Species</attrdef>
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                <attrdef>Transform Unit</attrdef>
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