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Schumacher, Mia; Huvenne, Veerle A I; Devey, Colin W; Martínez-Arbizu, Pedro; Biastoch, Arne; Meinecke, Stefan (2022): Shapefile of Atlantic Seabed Areas - Results of a basin-wide cluster analysis of the Atlantic near seafloor environment [dataset]. PANGAEA, https://doi.org/10.1594/PANGAEA.946690

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Abstract:
This data set presents the results of an automated cluster analysis using Gaussian mixture models of the entire Atlantic seafloor environment. The analysis was based on eight global datasets and their derivatives: Bathymetry, slope, terrain ruggedness index, topographic position index, sediment thickness, POC flux, salinity, dissolved oxygen, temperature, current velocity, and phytoplankton abundance in surface waters along with seasonal variabilities (see Source data set). We obtained nine seabed areas (SBAs) that portray the Atlantic seafloor that are shown as polygons in the data set. The attribute table holds short descriptions of each SBA as well as about the colours used in the accompanying paper publication. Data sets like this can be used for further analysis like e.g. for landscape ecology metrics to identify regions of interest. The compressed file further contains a style file that can be used to directly load the correct style in the QGIS software package.
Keyword(s):
Atlantic; Classification; cluster analysis; ecology metrics; landscape; landscape metrics; multivariate; seafloor
Related to:
Schumacher, Mia; Huvenne, Veerle A I; Devey, Colin W; Martínez Arbizu, Pedro; Biastoch, Arne; Meinecke, Stefan (2022): The Atlantic Ocean landscape: A basin-wide cluster analysis of the Atlantic near seafloor environment. Frontiers in Marine Science, 9, 936095, https://doi.org/10.3389/fmars.2022.936095
Source:
Copernicus Marine Data Service. https://resources.marine.copernicus.eu/product
Shuttle Radar Topography Mission / Opentopography. https://resources.marine.copernicus.eu/product
Straume, EO; Gaina, Carmen; Medvedev, S; Hochmuth, Katharina; Gohl, Karsten; Whittaker, Joanne; Abdul Fattah, R; Doornenbal, J C; Hopper, J R (2019): GlobSed: Updated Total Sediment Thickness in the World's Oceans. World Data Service for Geophysics: https://www.ngdc.noaa.gov/mgg/sedthick/, Geochemistry, Geophysics, Geosystems, 20(4), 1756-1772, https://doi.org/10.1029/2018GC008115
Funding:
Horizon 2020 (H2020), grant/award no. 818123: Integrated Assessment of Atlantic Marine Ecosystems in Space and Time
Coverage:
Median Latitude: 7.086331 * Median Longitude: -37.778976 * South-bound Latitude: -60.215827 * West-bound Longitude: -97.952561 * North-bound Latitude: 74.388489 * East-bound Longitude: 22.394609
Minimum Elevation: -8376.0 m * Maximum Elevation: 0.0 m
Event(s):
Atlantic_Ocean_Seabed_Areas * Latitude Start: -60.215827 * Longitude Start: -97.952561 * Latitude End: 74.388489 * Longitude End: 22.394609 * Elevation Start: 0.0 m * Elevation End: -8376.0 m * Location: Atlantic Ocean * Method/Device: Cluster analysis
Comment:
This publication contains a shapefile of the Atlantic Seabed Areas as found by a Gaussian mixture model analysis. The attribute table gives information about the nature of each SBA. Also contained is a style file to assign the colour coding to each SBA as in the accomanying paper publication.
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1Binary ObjectBinarySchumacher, Mia
2Binary Object (File Size)Binary (Size)BytesSchumacher, Mia
3File contentContentSchumacher, MiaCluster analysisGaussian mixture models
4Vertical datumVertical datumSchumacher, Mia
5Horizontal datumHorizontal datumSchumacher, Mia
6Longitude, westboundLongitude westSchumacher, Mia
7Longitude, eastboundLongitude eastSchumacher, Mia
8Latitude, southboundLatitude southSchumacher, Mia
9Latitude, northboundLatitude northSchumacher, Mia
Status:
Curation Level: Basic curation (CurationLevelB) * Processing Level: PANGAEA data processing level 3 (ProcLevel3)
Size:
10 data points

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