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marginal seas. All fish species captured during fishing on scientific 
groundfish (otter and beam trawl) surveys are recorded but not necessarily 
weighed and measured for length. The biodiversity assessment for sensitive and 
often rare species thus makes use of the occurrences (presence and absences) 
of a species only.

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fish biodiversity assessment. The list was created by first collating all 
sensitive fish species recorded on international and national hard law lists, 
Regional Seas Conventions lists, International Agreement Lists, relevant IUCN 
Red List species (classified as EX, CR, VU or EN) and all ICES and academic 
work to identify sensitive fish species. From this extensive list of species, 
species were removed if they did not occur in the OSPAR area of the Northeast 
Atlantic Ocean. Remaining species were divided by region; Bay of Biscay and 
Iberian Coast, Celtic Seas, Greater North Sea, Norwegian Sea and parts of 
Macaronesia where data was available. Those species whose normal distribution 
was at the very edge of an OSPAR region were not assessed within the region.


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      <gmd:lineage>
        <gmd:LI_Lineage>
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            <gco:CharacterString>Species where ICES or ICCAT quantitative stock assessments are conducted in 
all or part of their distribution were retained on the list, but highlighted 
so as to avoid duplication of work. The list was then cross-referenced with 
the ICES WKCOFIBYC (ICES, 2021a) and WKABSENS (ICES, 2021b) sensitive species 
lists and reviewed by expert members of the OSPAR Fish subgroup to ensure all 
sensitive species were included.

To overcome the potential for species misidentification for those that are 
difficult to identify beyond the genus level, some species were grouped by 
genus for the assessment. These include *Hippocampus* spp. (combining 
*Hippocampus hippocampus* with *H. guttulatus*), *Alosa* spp. 
(combining *Alosa alosa* and *A. fallax*), *Dipturus* spp. (combining 
 *Dipturus**batis *complex, *D. batis*, *D. flossada* and *D. 
intermedia*), *Mustelus *spp. (combining *Mustelus mustelus* and *M. 
asterias*), *Sebastes* spp. (combining *Sebastes marinus*, *S. 
mentella *and* S. norvegicus*), *Dasyatis* spp. (combining *Dasyatis 
pastinaca* and *D. tortonesei*), *Galeus* spp. (combining *Galeus 
melastomus* and *G. atlanticus*), *Coregonus *spp. (combining 
*Coregonus maraena* and *Coregonus oxyrinchus*), *Raja brachyura* 
(including *Bathyraja brachyurops*) and *Deania calcea* (including *D. 
profundorum*). After grouping, a total of 102 unique taxonomic groups were 
retained on the OSPAR sensitive fish species list for four OSPAR regions 
(Greater North Sea, Celtic Sea, Bay of Biscay and Wider Atlantic).

Data file names reflect the OSPAR region sampled, country conducting the 
sampling, fishing gear and time of years of sampling (as defined by 
Greenstreet and Moriarty 2017), e.g.:

BBICFraBT4 refers to Bay of Biscay and Iberian Coast data from France by a 
Beam Trawl survey in quarter 4 of the year and

GNSIntOT3 refers to Greater North Sea data from International (multiple 
countries) sampling by an Otter Trawl survey in quarter 3 of the year etc.

Scientific trawl survey data are submitted to the ICES Database of Trawl 
Surveys (DATRAS):

`https://www.ices.dk/data/data-portals/Pages/DATRAS.aspx`_

The DATRAS reporting format is detailed online:

`https://datras.ices.dk/Data_products/ReportingFormat.aspx`_

The metadata relating to the ICES co-ordinated surveys are available here:

`https://www.ices.dk/data/data-portals/Pages/DATRAS-docs.aspx`_

ICES Data Centre host the database of trawl surveys (DATRAS) for groundfish 
and beam trawl data. DATRAS has an integrated quality check utility. All data, 
before entering the database, have to pass an extensive quality check. Despite 
this errors and missing data arise, which are subsequently dealt with by the 
data submitters from the contributing countries as required. However, this 
screening process was implemented in 2009 for data from 2004 onwards. Since 
some survey time-series extend back to the 1960s, historic data (unless 
re-evaluated and re-submitted by contributing countries) may not have been 
subject to the same level of quality control as these more recent data. 
Furthermore, the type of information collected, the level of detail and 
resolution in the data, has gradually evolved over time. In order to derive a 
single format, quality assured monitoring programme data product covering the 
entire Northeast Atlantic region inconsistencies in the datasets required 
resolution. These corrections are detailed in ICES 2021a,b:

Biological data for trawl surveys are downloaded directly from DATRAS in raw 
exchange format (known as “HL data”). Ancillary data were processed by ICES 
2021a,b to create the “SweptAreaAssessmentOuput” (which replaces the “HH 
data”) and these were downloaded from the same location:

`https://datras.ices.dk/Data_products/Download/Download_Data_public.aspx`_

For the biodiversity assessment of sensitive species, the data are processed 
to create a standalone data product on species occurrence (presence and 
absence) and haul location. Initially, valid hauls are subset to determine the 
Standard Monitoring Programme (i.e. excluding hauls of duration shorter than 
13 minutes or longer than 66 minutes) and these hauls are used to define the 
Standard Survey Area (excluding areas sampled infrequently over time) 
following the methods detailed in Greenstreet and Moriarty 2017). Biological 
data were accepted with ICES SpecVal of 1, 4, 5, 6, 7, 10 (see 
`http://vocab.ices.dk/`_ for further information on SpecVal categories). 

Additional QA/QC is made at this step to determine if species identification 
issues are present in the raw biological data.

References:

Greenstreet S P R and M Moriarty 2017. Manual for Version 3 of the Groundfish 
Survey Monitoring and Assessment Data Product. Scottish Marine and Freshwater 
Science Vol 8 No 18. Published by Marine Scotland. ISSN: 2043-7722. DOI: 
`10.7489/1986-1`_

ICES. 2021a. Workshop on Fish of Conservation and Bycatch Relevance 
(WKCOFIBYC). ICES Scientific Reports. 3:57. 125 pp. 
`https://doi.org/10.17895/ices.pub.8194`_

ICES. 2021b. Workshop on the production of abundance estimates for sensitive 
species (WKABSENS). ICES Scientific Reports. 3:96. 128 pp. 
`https://doi.org/10.17895/ices.pub.8299`_


.. _`https://www.ices.dk/data/data-portals/pages/datras.aspx`:
    https://www.ices.dk/data/data-portals/Pages/DATRAS.aspx

.. _`https://datras.ices.dk/data_products/reportingformat.aspx`:
    https://datras.ices.dk/Data_products/ReportingFormat.aspx

.. _`https://www.ices.dk/data/data-portals/pages/datras-docs.aspx`:
    https://www.ices.dk/data/data-portals/Pages/DATRAS-docs.aspx

.. _`https://datras.ices.dk/data_products/download/download_data_public.aspx`:
    https://datras.ices.dk/Data_products/Download/Download_Data_public.aspx

.. _`http://vocab.ices.dk/`:
    http://vocab.ices.dk/

.. _`10.7489/1986-1`:
    https://data.marine.gov.scot/sites/default/files//SMFS%200818_0.pdf

.. _`https://doi.org/10.17895/ices.pub.8194`:
    https://doi.org/10.17895/ices.pub.8194

.. _`https://doi.org/10.17895/ices.pub.8299`:
    https://doi.org/10.17895/ices.pub.8299</gco:CharacterString>
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