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        <gco:CharacterString>This dataset comprises the results of an expert consultation and 
epidemiological study conducted by Cefas and partners, as part of the Parafish 
Control project. The data were collected in order to produce a farm level 
modelling tool which fish farmers can use to assess the potential economic 
impact of parasites *Ceratothoa oestroides*, *Enteromixum leei* and 
*Sparicotyle chrysophrii *at the farm level. The relative risk posed to a 
potential or existing site based on characteristics such as the number of 
supplying hatcheries, and number of farms operating in the area. Site 
management practices such as frequency of mortality removal, use of fallowing, 
and frequency of net changes are also considered, and farmers are offered the 
chance to consider the cost associated with changing their practices to a 
lower risk option.

The underlying data used in the model calculations are yet to be published (as 
of 12/11/2019). They are derived from two connected studies which are 
described briefly below. 

The first of these was an expert consultation. Various risk factors associated 
with the introduction and proliferation of these parasites at aquaculture 
sites were identified and an online questionnaire exploring their impacts in 
relation to these risk factors was completed independently by a group of 
experts (veterinarians, officials etc.). A Delphi style consultation meeting 
was then held, where the questionnaire results were presented by a moderator 
and discussed by the experts, and agreement reached on numerical values.

The second study collected information from 39 mediterranean cage farms. The 
information collected covered the same range of risk factors as the previous 
study (farm location, size, environment, management and husbandry practices) 
together with information on their experience with the parasites (presence, 
associated mortalities and growth retardation, parasite monitoring and 
treatment).

The .csv files contain a subset of all the data collected which are relevant 
to the economic model, the factors having been determined based on statistical 
significance and practical relevance. 

The full datasets from the two studies are not available at present. The data 
and associated reports are Confidential within the Parafish project but are 
being developed into peer-reviewed manuscripts. Links will be provided when 
these are published.

The economic model can be found `here`_. 


.. _`here`:
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        </gmd:MD_LegalConstraints>
      </gmd:resourceConstraints>
      <gmd:spatialRepresentationType>
        <gmd:MD_SpatialRepresentationTypeCode />
      </gmd:spatialRepresentationType>
      <gmd:language>
        <gmd:LanguageCode codeList="http://www.loc.gov/standards/iso639-2/php/code_list.php" codeListValue="eng">English</gmd:LanguageCode>
      </gmd:language>
      <gmd:topicCategory>
        <gmd:MD_TopicCategoryCode>farming</gmd:MD_TopicCategoryCode>
      </gmd:topicCategory>
      <gmd:extent>
        <gmd:EX_Extent>
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            <gmd:EX_GeographicBoundingBox>
              <gmd:westBoundLongitude>
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              <gmd:eastBoundLongitude>
                <gco:Decimal>1.74086</gco:Decimal>
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              <gmd:extent>
                <gml:TimePeriod gml:id="2d3352dd-a679-48cb-82ba-50a38bf6740a">
                  <gml:beginPosition>2015-03-31</gml:beginPosition>
                  <gml:endPosition>2020-03-30</gml:endPosition>
                </gml:TimePeriod>
              </gmd:extent>
            </gmd:EX_TemporalExtent>
          </gmd:temporalElement>
        </gmd:EX_Extent>
      </gmd:extent>
      <gmd:distributionFormat>
        <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" />
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    </gmd:MD_DataIdentification>
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        <gmd:MD_DigitalTransferOptions>
          <gmd:onLine>
            <gmd:CI_OnlineResource>
              <gmd:linkage>
                <gmd:URL>https://data.cefas.co.uk/view/20141</gmd:URL>
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              <gmd:name>
                <gco:CharacterString>Cefas Data Portal</gco:CharacterString>
              </gmd:name>
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              <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: CSV.</gco:CharacterString>
              </gmd:description>
            </gmd:CI_OnlineResource>
          </gmd:onLine>
        </gmd:MD_DigitalTransferOptions>
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          <gmd:level>
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      <gmd:report>
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          <gmd:result>
            <gmd:DQ_ConformanceResult>
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                    <gco:CharacterString>INSPIRE Data Specification on Agricultural and Aquaculture Facilities – Technical Guidelines</gco:CharacterString>
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                  <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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                <gco:CharacterString>See the referenced specification</gco:CharacterString>
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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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                <gco:CharacterString>See the referenced specification</gco:CharacterString>
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          </gmd:result>
        </gmd:DQ_DomainConsistency>
      </gmd:report>
      <gmd:lineage>
        <gmd:LI_Lineage>
          <gmd:statement>
            <gco:CharacterString>**Expert consultation **

There were two stages to the expert consultation. Firstly, selected experts 
were asked to independently complete an online questionnaire for each parasite 
they had significant experience with. The number of completed questionnaires 
for each parasite ranged from 10 to 18. The questionnaires asked for 
quantitative estimates for the relevance of risk routes of infection with 
the respective parasites, the relevance of management procedures for reducing 
or increasing mortality due to parasite infection, relevance of environmental 
factors, such as water exchange rate. They also asked for quantitative 
estimates of impacts of parasite infection on aquaculture production in terms 
of delay in reaching harvest size or cumulative mortality during certain 
phases of production.

The second stage of the consultation was a face to face meeting for each 
parasite, which was attended by 10 to 17 experts (mainly the same ones who 
completed the questionnaires). Here the results of the online questionnaire 
were presented and discussed (median results and range) with the conversation 
managed by a facilitator. Some answers were revised as a result of 
clarifications by the facilitator and/or discussions amongst the experts. 

For most parameter estimates obtained there was good agreement on the median 
value by the experts, although in some cases the range was quite large. 
Regional differences in things such as temperature, sea conditions, culture 
methods and the availability of treatment were responsible for this in many 
cases, but in other cases large ranges simply reflected uncertainty. Whilst 
all of the experts were highly experienced with these parasites (some had 
worked in this field for over 20 years) it must be noted that the results are 
best estimates and may not be correct.

**Epidemiological study**

This study collected (in a questionnaire type format) detailed information on 
39 cage farms. This included farm location, size, depth, sea conditions, 
proximity of other farms, fish supply, husbandry practices, hygiene and 
management practices, parasite monitoring and treatments used. It also 
captured information on the presence, severity of infection, and losses 
experienced through infection with these parasites. This allowed a statistical 
analysis to be carried out to identify the strength of associations between 
the various risk factors and the presence and severity of the parasitic 
infections. Some farms were unwilling or unable to answer some of the 
questions. The majority of risk factors did not have a statistically 
significant influence on the presence and severity of infection, but the 
general pattern of findings was similar to that of the expert consultation, 
and some strong effects were detected. A larger sample size would have 
improved the outcome. The Eastern Mediterranean was under-represented in the 
sample as a high number of farms from this region could not complete the study 
for various reasons. This meant that only 7 of the 39 sites had experience 
with *Ceratothoa oestroides* so few conclusions could be reached for this 
parasite.

Significant contributions to these studies were made by Birgit Oidtmann 
(DEFRA, UK), Ariadna Sitjà-Bobadilla (CSIC, Spain), Alastair Cook (CEFAS, 
UK), Ivona Mladineo (IOR, Croatia), Paola Beraldo (University of Udine, 
Italy), Oswaldo Palenzuela (CSIC, Spain), Panos Christofilogiannis (AQUARK, 
Greece), Michela Massimo (University of Udine, Italy), Maria Letizia 
Fioravanti (University of Bologna, Italy), Carlos Zarza (Skretting, Spain), 
Ioannis Petropoulos (Andromeda, Greece). We would also like to thank the 
numerous other contributing experts and fish farmers.</gco:CharacterString>
          </gmd:statement>
        </gmd:LI_Lineage>
      </gmd:lineage>
    </gmd:DQ_DataQuality>
  </gmd:dataQualityInfo>
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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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  <gmd:metadataStandardVersion>
    <gco:CharacterString>3.1.1</gco:CharacterString>
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