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several forage fish species in Welsh and surrounding waters, including the 
Irish and Celtic Seas and the western English Channel. The forage fish 
populations inhabiting these waters provide a key source of prey for many 
predators, such as marine mammal and seabird species, including several of 
conservation concern, that either breed or overwinter in the study area. Given 
that several forage fish species in the northeast Atlantic have shown major 
changes in distribution and abundance, up-to-date information on their recent 
distribution patterns is important, including on where the main nursery and 
spawning grounds are presently located. The maps are provided for eleven fish 
species that are prey to marine mammals and seabirds: herring, sprat, sardine, 
anchovy, sandeel, horse mackerel, mackerel and garfish as well as the gadoid 
species poor cod, whiting and cod. Using survey data from 2008 to 2020, 
hotspot maps were created for adults and juveniles of each of the species. 
Data on most of the species was sparse and some of the gears used in fisheries 
surveys were not designed to catch the target species. However, a hotspot 
methodology allowed data from different gears to be standardised and combined 
into a composite map which covered most of the study area during two periods 
of the year (Quarter 1 and Quarter 4). Maps largely corresponded to those 
previously reported although several new species were included for which no or 
limited historic maps were available, specifically sprat, poor cod and 
garfish.</gco:CharacterString>
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 – Please note the applicable attribution statement is as follows: ‘includes 
Crown copyright, Cefas [2021]'


.. _`https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/)`:
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              <gmd:northBoundLatitude>
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              </gmd:northBoundLatitude>
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        </gmd:EX_Extent>
      </gmd:extent>
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      <gmd:distributionFormat>
        <gmd:MD_Format>
          <gmd:name>
            <gmx:Anchor xlink:type="simple" xlink:href="http://vocab.nerc.ac.uk/collection/M01/current/BIN">Binary</gmx:Anchor>
          </gmd:name>
          <gmd:version gco:nilReason="Unkown" />
        </gmd:MD_Format>
        <gmd:MD_Format>
          <gmd:name>
            <gmx:Anchor xlink:type="simple" xlink:href="http://vocab.nerc.ac.uk/collection/M01/current/DEL">Delimited</gmx:Anchor>
          </gmd:name>
          <gmd:version gco:nilReason="Unkown" />
        </gmd:MD_Format>
      </gmd:distributionFormat>
    </gmd:MD_DataIdentification>
  </gmd:identificationInfo>
  <gmd:distributionInfo>
    <gmd:MD_Distribution>
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            <gco:CharacterString>Unknown</gco:CharacterString>
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        </gmd:MD_Format>
      </gmd:distributionFormat>
      <gmd:transferOptions>
        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://data.cefas.co.uk/view/21465</gmd:URL>
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              <gmd:name>
                <gco:CharacterString>Cefas Data Portal</gco:CharacterString>
              </gmd:name>
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                <gmd:CI_OnlineFunctionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="download">download</gmd:CI_OnlineFunctionCode>
              </gmd:function>
              <gmd:description>
                <gco:CharacterString>The Cefas Data Portal contains metadata records and data sets available to download and connect to in support of our commitment to open science. Data is available in the following formats: Binary download, CSV.</gco:CharacterString>
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            </gmd:CI_OnlineResource>
          </gmd:onLine>
        </gmd:MD_DigitalTransferOptions>
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    <gmd:DQ_DataQuality>
      <gmd:scope>
        <gmd:DQ_Scope>
          <gmd:level>
            <gmd:MD_ScopeCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#MD_ScopeCode" codeListValue="dataset">dataset</gmd:MD_ScopeCode>
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      </gmd:scope>
      <gmd:report>
        <gmd:DQ_DomainConsistency>
          <gmd:result>
            <gmd:DQ_ConformanceResult>
              <gmd:specification>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>INSPIRE Data Specification on Species Distribution – Technical Guidelines</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2013-12-10</gco:Date>
                      </gmd:date>
                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/ML_gmxCodelists.xml#CD_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
                      </gmd:dateType>
                    </gmd:CI_Date>
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                <gco:Boolean>false</gco:Boolean>
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              <gmd:explanation>
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              </gmd:explanation>
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      <gmd:report>
        <gmd:DQ_DomainConsistency>
          <gmd:result>
            <gmd:DQ_ConformanceResult>
              <gmd:specification>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gmx:Anchor xlink:type="simple" xlink:href="http://data.europa.eu/eli/reg/2010/1089">Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services</gmx:Anchor>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2010-12-08</gco:Date>
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                      <gmd:dateType>
                        <gmd:CI_DateTypeCode codeList="http://standards.iso.org/ittf/PubliclyAvailableStandards/ISO_19139_Schemas/resources/codelist/ML_gmxCodelists.xml#CD_DateTypeCode" codeListValue="publication">publication</gmd:CI_DateTypeCode>
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                  </gmd:date>
                </gmd:CI_Citation>
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              <gmd:explanation>
                <gco:CharacterString>See the referenced specification</gco:CharacterString>
              </gmd:explanation>
            </gmd:DQ_ConformanceResult>
          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:statement>
            <gco:CharacterString>The focus of this study was spawning and nursery areas of forage fish in Welsh waters and surrounding shelf sea waters of the 
Celtic Sea, Irish Sea and the western English Channel. Publicly available data from international fisheries-independent surveys 
were supplemented by data collected on surveys by Cefas.Data from three different types of surveys were considered for this study: 
pelagic (acoustic), demersal otter trawl (also referred to as bottom trawl) and beam trawl surveys. The available surveys included 
in this study covered two periods, between February and April and between September and December. To ensure the largest possible 
spatial coverage, surveys in either period were pooled and termed Quarter 1 and Quarter 4. Distribution of juveniles in both 
Quarters (chapter 4) was considered representative of the nursery grounds for the species. However, the distribution of adult fish 
was only assumed to represent spawning areas during the Quarter that coincided with the spawning period. For some species the peak 
spawning periods fell outside the survey periods in which case no spawning maps could be produced. However, the adult fish 
distribution maps during both Quarters were included in this report. The survey data used in this work are limited to waters more 
than ~20 m deep and the maps of the spawning and nursery areas in this report are therefore not representative of estuarine and 
transitional waters. as the catchability of species varies by survey and, particularly, gear type, averaging the species abundance 
data from different surveys, would not have been appropriate. To compensate for differences between surveys in gear selectivity, we 
created distribution maps for each species and size category by using a hotspot approach. This was based on a threshold, applied to 
the abundance data for each survey year separately. For each species and size category, these binary hotspot maps were then 
averaged across the surveys and years within a period (Quarter). A full description of the hotspot methodology used can be found in 
Campanella and van der Kooij (2021) (
`https://waleslink.org/wp-content/uploads/2022/03/1.-Spawning-and-nursery-grounds-of-forage-fish_CEFAS-project-report-for-RSPB.pdf`_
)


.. _`https://waleslink.org/wp-content/uploads/2022/03/1.-spawning-and-nursery-grounds-of-forage-fish_cefas-project-report-for-rspb.pdf`:
    https://waleslink.org/wp-content/uploads/2022/03/1.-Spawning-and-nursery-grounds-of-forage-fish_CEFAS-project-report-for-RSPB.pdf</gco:CharacterString>
          </gmd:statement>
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      </gmd:lineage>
    </gmd:DQ_DataQuality>
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    <gmx:Anchor xlink:type="simple" xlink:href="http://vocab.nerc.ac.uk/collection/M25/current/MEDIN/">MEDIN</gmx:Anchor>
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    <gco:CharacterString>3.1.1</gco:CharacterString>
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