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of 33,198 macrofaunal samples (83 percent with associated data on sediment 
particle size composition) covering large parts of the UK continental shelf. 
Whilst most samples come from existing datasets, also included are 2,500 new 
samples collected specifically for the purpose of this study. These new 
samples were collected during 2014-2016 from the main English aggregate 
dredging regions (Humber, Anglian, Thames, Eastern English Channel and South 
Coast) and at four individual, isolated extraction sites where the RSMP 
methodology is also being adopted (e.g. Area 457, North-West dredging region; 
Area 392, North-West dredging region; Area 376, Bristol Channel dredging 
region; Goodwin Sands, English Channel). This work was funded by the 
aggregates industry, and carried out by contractors on their behalf. Samples 
were collected in accordance with a detailed protocols document which included 
control measures to ensure the quality of faunal and sediment sample 
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contributions from the marine aggregate dredging, offshore wind, oil and gas, 
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period of 48 years from 1969 to 2016, although the vast majority (96%) were 
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year, although there is a clear peak during summer months when weather 
conditions are generally more favourable for fieldwork. Reference: Cooper, 
K.M., Barry, J. doi: 10.1038/s41598-017-11377-9 (2017) `A big data approach 
to macrofaunal baseline assessment, monitoring and sustainable exploitation of 
the seabed`_


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            <gco:CharacterString>The following DOI has been minted for this dataset 
`https://doi.org/10.14466/CefasDataHub.34`_, this includes multiple files for 
use with the R script that accompanies the paper: Cooper, K. M. &amp; Barry, J. A 
big data approach to macrofaunal baseline assessment, monitoring and 
sustainable exploitation of the seabed. Scientific Reports 7, doi: 
10.1038/s41598-017-11377-9 (2017). Files include: 1. C5922 FINAL SCRIPTV91.R, 
2. C5922DATASET13022017REDACTED.csv (Raw data) *, 3. Dataset description.xlsx 
(Description of data in C5922DATASET13022017.csv), 4. PARTBAGG05022017.csv 
(Faunal Aggregation data), 5. EUROPE.shp (European Coastline), 6. 
EuropeLiteScoWal.shp (European Coastline with UK boundaries), 7. 
Aggregates_Licence_20151112.shp (Aggregates Licensed extraction areas), 8. 
Aggregates_Application_20150813.shp (Aggregates Application areas), 9. 
HUMBERLICANDAPP.shp (Licensed Extraction and Application Areas - Humber), 10. 
H_SIZ_PSD_POLYGONS_UNION_2014.shp (Humber SIZs), 11. H_492_PIZ_APP.shp (Area 
492 Application Area), 12. ANGLIANLICANDAPP.shp (Licensed Extraction and 
Application Areas - Anglian), 13. A_SIZ_PSD_POLYGONS_UNION.shp (Anglian SIZs), 
14. THAMESLICANDAPP.shp (Licensed Extraction and Application Areas - Thames), 
15. T_SIZ_PSD_POLYGONS_UNION_REV_2014.shp (Thames SIZs), 16. 
T_501_1_2_SIZ_PSD.shp (Area 501 1/2 SIZ), 17. EECLICANDAPP.shp (Licensed 
Extraction and Application Areas-East Channel), 18. 
EC_SIZ_PSD_POLYGONS_UNION_REV.shp (East Channel SIZs), 19. SCOASTLICANDAPP.shp 
(Licensed Extraction and Application Areas - South Coast), 20. 
SC_SIZ_PSD_POLYGONS_UNION.shp (South Coast SIZs), 21. 
BRISTOLCHANNELLICANDAPP.shp (Licensed Extraction and Application Areas - 
Bristol Channel), 22. BC_SIZ2.shp (Bristol Channel/Severn Estuary SIZs), 23. 
NORTHWESTLICANDAPP.shp(Licensed Extraction and Application Areas - North 
West), 24. NW_392_SIZ_PSD_LICENCE_EXISTING.shp (Area 392 SIZ), 25. 
AREA_457_PSD.shp (Area 457 SIZ), 26. GOODWIN LICENCE FINAL POLYGON.shp 
(Goodwin Sands Extraction area), 27. GoodwinSIZ.shp (Goodwin Sands SIZ), 28. 
DEFRADEMKC8.shp (Seabed bathymetry) *At the request of data owners, 
macrofaunal abundance and sediment particle size data have been redacted from 
13 of the 777 surveys (1.7%) in the dataset. Note that metadata and derived 
variables are still included. Surveys with redacted data include: 1. 
TRIKNOOWF2008, 2. EAOWF (Owner: East Anglia Offshore Wind Limited), 3. Wight 
Barfleur_cSAC_infauna, 4. MPAFORTH2011, 5. Hinkely point 108 benthos survey 
(BEEMS-WP2), 6. Hinkely point 208 benthos survey (BEEMS-WP2), 7. Hinkely point 
408 benthos survey (BEEMS-WP2), 8. Hinkely point 308 benthos survey 
(BEEMS-WP2), 9. BEEMS WP2 Hinkley Point Q2 2009, 10. BEEMS WP5 Hinkley Point 
Infauna, 11. Hinkley Point 510 benthic survey (WP2-BEEMS), 12. Hinkley Point 
benthos survey June 2011 (BEEMS-WP2), 13. Hinkley Point benthos survey Feb 
2010 (BEEMS-WP2). Cefas will only make redacted data available where the data 
requester can provide written permission from the relevant data owner(s) - see 
below. Note that it is the responsibility of the data requester to seek 
permission from the relevant data owners. Data owners for the redacted surveys 
listed above are: 1. Triton Knoll Offshore Wind Farm Limited, 2. East Anglia 
Offshore Wind Limited, 3. Joint Nature Conservation Committee (JNCC), 4. Joint 
Nature Conservation Committee (JNCC), 5. EDF Energy, 6. EDF Energy, 7. EDF 
Energy, 8. EDF Energy, 9. EDF Energy, 10. EDF Energy, 11. EDF Energy, 12. EDF 
Energy, 13. EDF Energy. Description of the C5922DATASET13022017.csv/ 
C5922DATASET13022017REDACTED.csv (Raw data). A variety of gear types have been 
used for sample collection including grabs (0.1m2 Hamon, 0.2m2 Hamon, 0.1m2 
Day, 0.1m2 Van Veen and 0.1m2 Smith McIntrye) and cores. Of these various 
devices, 93% of samples were acquired using either a 0.1m2 Hamon grab or a 
0.1m2 Day grab. Sieve sizes used in sample processing include 1mm and 0.5mm, 
reflecting the conventional preference for 1mm offshore and 0.5mm inshore (see 
Figure 2). Of the samples collected using either a 0.1m2 Hamon grab or a 0.1m2 
Day grab, 88% were processed using a 1mm sieve. Taxon names were standardised 
according to the WoRMS (World Register of Marine Species) list using the Taxon 
Match Tool (http://www.marinespecies.org/aphia.php?p=match). Of the initial 
13,449 taxon names, only 4,248 remained after correction. The output from this 
tool also provides taxonomic aggregation information, allowing data to be 
analysed at different taxonomic levels - from species to phyla. The final 
dataset comprises of a single sheet comma-separated values (.csv) file. 
Colonials accounted for less than 20% of the total number of taxa and, where 
present, were given a value of 1 in the dataset. This component of the fauna 
was missing from 325 out of the 777 surveys, reflecting either a true absence, 
or simply that colonial taxa were ignored by the analyst. Sediment particle 
size data were provided as percentage weight by sieve mesh size, with the 
dataset including 99 different sieve sizes. Sediment samples have been 
processed using sieve, and a combination of sieve and laser diffraction 
techniques. Key metadata fields include: Sample coordinates (Latitude &amp; 
Longitude), Survey Name, Gear, Date, Grab Sample Volume (litres) and Water 
Depth (m). A number of additional explanatory variables are also provided 
(salinity, temperature, chlorophyll a, Suspended particulate matter, Water 
depth, Wave Orbital Velocity, Average Current, Bed Stress). In total, the 
dataset dimensions are 33,198 rows (samples) x 13,588 columns 
(variables/factors), yielding a matrix of 451,094,424 individual data values.


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