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DNA-based metrics for the assessment of pond condition.

This project processed and sequenced water samples (c. 1 L volume) from 61 
freshwater ponds of varying habitat condition surveyed by Natural England as 
part of their England Ecosystem Survey. Additional, equivalent samples (48) 
from high quality freshwater pond habitats were provided by the Freshwater 
Habitats Trust. All samples were collected between May and September 2023, and 
sequenced in March 2024.

All pond water samples were processed to extract environmental DNA (eDNA), 
which was sequenced using five metabarcoding markers. This produced species 
lists for each sampled pond for five taxonomic groups: vertebrates, 
invertebrates, plants and fungi, microbial eukaryotes, and prokaryotes 
(bacteria and archaea). 

Alongside water samples, physicochemical and plant observation data were 
collected for all ponds surveyed, as presented in separate Natural 
England-commissioned reports. The analysis of pond sequence data alongside 
these data is subject to ongoing metric development.</gco:CharacterString>
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.. _`https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/`:
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            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://data.cefas.co.uk/view/22282</gmd:URL>
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              <gmd:name>
                <gco:CharacterString>Cefas Data Portal</gco:CharacterString>
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                <gmd:CI_OnlineFunctionCode codeList="http://standards.iso.org/iso/19139/resources/gmxCodelists.xml#CI_OnLineFunctionCode" codeListValue="information">information</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.</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>
          </gmd:level>
        </gmd:DQ_Scope>
      </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>
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                    </gmd:CI_Date>
                  </gmd:date>
                </gmd:CI_Citation>
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              <gmd:pass>
                <gco:Boolean>false</gco:Boolean>
              </gmd:pass>
              <gmd:explanation>
                <gco:CharacterString>See the referenced specification</gco:CharacterString>
              </gmd:explanation>
            </gmd:DQ_ConformanceResult>
          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <gmd:report>
        <gmd:DQ_DomainConsistency>
          <gmd:result>
            <gmd:DQ_ConformanceResult>
              <gmd:specification>
                <gmd:CI_Citation>
                  <gmd:title>
                    <gco:CharacterString>INSPIRE Data Specification on Habitats and Biotopes – Technical Guidelines</gco:CharacterString>
                  </gmd:title>
                  <gmd:date>
                    <gmd:CI_Date>
                      <gmd:date>
                        <gco:Date>2013-12-10</gco:Date>
                      </gmd:date>
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                        <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:CI_Date>
                  </gmd:date>
                </gmd:CI_Citation>
              </gmd:specification>
              <gmd:pass>
                <gco:Boolean>false</gco:Boolean>
              </gmd:pass>
              <gmd:explanation>
                <gco:CharacterString>See the referenced specification</gco:CharacterString>
              </gmd:explanation>
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          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <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>
              </gmd:specification>
              <gmd:pass>
                <gco:Boolean>true</gco:Boolean>
              </gmd:pass>
              <gmd:explanation>
                <gco:CharacterString>See the referenced specification</gco:CharacterString>
              </gmd:explanation>
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          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <gmd:lineage>
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          <gmd:statement>
            <gco:CharacterString>Sample collection and processing:

61 freshwater ponds of varying habitat condition sampled as part of the 
England Ecosystem Survey, and 13 field negatives. 48 additional high quality 
pond samples collected by the Freshwater Habitats Trust, plus five field 
negatives. All pond samples were collected between May and September 2023. For 
each pond, a volume of between 1000 and 1200 ml pond water was filtered 
through a 0.8 uM polyethersulfone (PES) membrane, and the membrane preserved 
from DNA extraction. DNA was extracted from lysate using a phase 
separation-based protocol, before Illumina amplicon sequencing using five 
separate primer sets was performed. The primer sets used targeted vertebrates 
(mitochondrial 12S), invertebrates (mitochondrial COI), plants and fungi 
(ribosomal ITS2), microbial eukaryotes (ribosomal V4) and prokaryotes 
(ribosomal V4). Resultant sequence data was processed separately for each 
metabarcoding primer set to produce tables of taxonomically-annotated actual 
sequence variants (ASVs).</gco:CharacterString>
          </gmd:statement>
        </gmd:LI_Lineage>
      </gmd:lineage>
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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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