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   set  data   graph     files  Classification of Benthic Substrates (Images) Using Supervised and Unsupervised Machine
Learning Models on the North Shore of the St.Lawrence Maritime Estuary | Images de la
classification de substrats benthiques générées par Intelligence Artificielle sur la rive nord
de l'estuaire maritime
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The Interdiscipli...  ?
cidcoBenthicSubstrateAiImages

The Dataset's Variables and Attributes

Row Type Variable Name Attribute Name Data Type Value
attribute NC_GLOBAL cdm_data_type String Other
attribute NC_GLOBAL comment String Do not use unsupervised model data for navigation purposes
attribute NC_GLOBAL contributor_institution String CIDCO, CIDCO, Fisheries and Oceans Canada, CIDCO, CIDCO
attribute NC_GLOBAL contributor_name String Guillaume Labbé-Morissette, Patrick Charron-Morneau, Yanick Gendreau, Théau Leclercq, Dominic Ndeh Munang
attribute NC_GLOBAL contributor_role String owner, distributor, collaborator, metadata custodian, collaborator
attribute NC_GLOBAL Conventions String COARDS, CF-1.10, ACDD-1.3, 0
attribute NC_GLOBAL creator_name String Interdisciplinary Centre for the Development of Ocean Mapping
attribute NC_GLOBAL creator_name_fr String Centre Interdisciplinaire de Développement en Cartographie des Océans (CIDCO)
attribute NC_GLOBAL creator_type String institution
attribute NC_GLOBAL description String Benthic substrates images using Artificial Intelligence
attribute NC_GLOBAL DOI String https://doi.org/10.26071/ogsl-66c132fc-b150 (external link)
attribute NC_GLOBAL Easternmost_Easting double -67.69235
attribute NC_GLOBAL geodeticDatum String https://epsg.io/26919 (external link)
attribute NC_GLOBAL geospatial_lat_max double 49.29781
attribute NC_GLOBAL geospatial_lat_min double 49.03157
attribute NC_GLOBAL geospatial_lat_units String degrees_north
attribute NC_GLOBAL geospatial_lon_max double -67.69235
attribute NC_GLOBAL geospatial_lon_min double -68.38192
attribute NC_GLOBAL geospatial_lon_units String degrees_east
attribute NC_GLOBAL history String Data and metadata were standardized and then checked with the SLGO data validation tool.
attribute NC_GLOBAL infoUrl String https://www.cidco.ca/ (external link)
attribute NC_GLOBAL institution String The Interdisciplinary Centre for the Development of Ocean Mapping
attribute NC_GLOBAL institution_fr String Centre Interdisciplinaire de Développement en Cartographie des Océans (CIDCO)
attribute NC_GLOBAL instrument String Multibeam echosounder, Hydrins attitude sensor, Septentrio GNSS Receiver
attribute NC_GLOBAL instrument_0_description String MBES Reson Seabat 7125SV dual frequency (400 and 200 kHz)
attribute NC_GLOBAL instrument_0_identifier String https://vocab.nerc.ac.uk/collection/L22/current/TOOL0772/ (external link)
attribute NC_GLOBAL instrument_0_name String Multibeam Echosounder
attribute NC_GLOBAL instrument_1_description String Navigation correction (roll, pitch, heading, heave)
attribute NC_GLOBAL instrument_1_identifier String https://vocab.nerc.ac.uk/collection/L22/current/TOOL0833/ (external link)
attribute NC_GLOBAL instrument_1_name String Hydrins attitude sensor
attribute NC_GLOBAL instrument_2_description String GNSS (Global Navigation Satellite System) Receiver and Antenna using for positioning
attribute NC_GLOBAL instrument_2_identifier String https://vocab.nerc.ac.uk/collection/L05/current/301/ (external link)
attribute NC_GLOBAL instrument_2_name String Septentrio GNSS Receiver
attribute NC_GLOBAL instrument_fr String Sondeur multifaisceaux, station inertielle Hydrins, recepteur GNSS Septentrio
attribute NC_GLOBAL keywords String artificial intelligence, bathymetry, benthic substrates classification, benthic substrates mapping, supervised machine learning, unsupervised machine learning
attribute NC_GLOBAL keywords_fr String cartographie des substrats benthiques, classification des substrats benthiques, apprentissage automatique supervisé, apprentissage automatique non supervisé, intelligence artificielle, bathymétrie
attribute NC_GLOBAL license String Creative Commons Attribution 4.0 International license CC-BY 4.0. Allows for open sharing and adaptation of the data provided that the original creator is attributed
attribute NC_GLOBAL licenseUrl String https://creativecommons.org/licenses/by/4.0/ (external link)
attribute NC_GLOBAL mission_time_coverage_end String 2019-10-18
attribute NC_GLOBAL mission_time_coverage_start String 2018-10-15
attribute NC_GLOBAL Northernmost_Northing double 49.29781
attribute NC_GLOBAL publisher_email String "info@ogsl.ca"
attribute NC_GLOBAL publisher_name String St. Lawrence Global Observatory
attribute NC_GLOBAL publisher_name_fr String Observatoire global du Saint-Laurent
attribute NC_GLOBAL publisherID String https://ror.org/03wfagk22 (external link)
attribute NC_GLOBAL related_datasets String https://erddap.ogsl.ca/erddap/tabledap/cidcoBenthicSubstrateAi.html
attribute NC_GLOBAL sourceUrl String (local files)
attribute NC_GLOBAL Southernmost_Northing double 49.03157
attribute NC_GLOBAL standard_name_nerc_vocabulary String The NERC Vocabulary Server (NVS)
attribute NC_GLOBAL standard_name_vocabulary String CF Standard Name Table v79
attribute NC_GLOBAL subsetVariables String marineRegion, type, format
attribute NC_GLOBAL summary String Classification of benthic substrates (Images) using supervised and unsupervised machine learning models on the North Shore of the St.Lawrence maritime estuary
attribute NC_GLOBAL summary_fr String Images de la classification de substrats benthiques générées par Intelligence Artificielle sur la rive nord de l'estuaire maritime
attribute NC_GLOBAL title String Classification of Benthic Substrates (Images) Using Supervised and Unsupervised Machine Learning Models on the North Shore of the St.Lawrence Maritime Estuary | Images de la classification de substrats benthiques générées par Intelligence Artificielle sur la rive nord de l'estuaire maritime
attribute NC_GLOBAL Westernmost_Easting double -68.38192
variable marineRegion   String  
attribute marineRegion description String https://www.marineregions.org/mrgid.php (external link)
attribute marineRegion long_name String Marine Region
attribute marineRegion units String unitless
variable location   String  
attribute location dcmi_identifier String http://purl.org/dc/terms/Location (external link)
attribute location dcmi_standard_name String Location
attribute location description String A spatial region or named place
attribute location ioos_category String Location
attribute location long_name String Location
attribute location units String unitless
variable identifier   String  
attribute identifier ioos_category String Identifier
attribute identifier long_name String Identifier
attribute identifier units String unitless
variable samplingProtocol   String  
attribute samplingProtocol description String The methods or protocols used to produce the sample
attribute samplingProtocol dwc_standard_name String samplingProtocol
attribute samplingProtocol long_name String Sampling Protocol
attribute samplingProtocol nerc_identifier String https://vocab.nerc.ac.uk/collection/P01/current/SAMPPROT/ (external link)
attribute samplingProtocol nerc_standard_name String Sampling_protocol
attribute samplingProtocol units String unitless
variable latitude   float  
attribute latitude _CoordinateAxisType String Lat
attribute latitude actual_range float 49.03157, 49.29781
attribute latitude axis String Y
attribute latitude colorBarMaximum double 90.0
attribute latitude colorBarMinimum double -90.0
attribute latitude ioos_category String Location
attribute latitude long_name String Latitude
attribute latitude nerc_identifier String https://vocab.nerc.ac.uk/collection/P09/current/LATX/ (external link)
attribute latitude standard_name String latitude
attribute latitude units String degrees_north
variable longitude   float  
attribute longitude _CoordinateAxisType String Lon
attribute longitude actual_range float -68.38192, -67.69235
attribute longitude axis String X
attribute longitude colorBarMaximum double 180.0
attribute longitude colorBarMinimum double -180.0
attribute longitude ioos_category String Location
attribute longitude long_name String Longitude
attribute longitude nerc_identifier String https://vocab.nerc.ac.uk/collection/P09/current/LONX/ (external link)
attribute longitude standard_name String longitude
attribute longitude units String degrees_east
variable type   String  
attribute type dcmi_identifier String http://purl.org/dc/terms/type (external link)
attribute type description String The nature or genre of the resource
attribute type long_name String Type
attribute type units String unitless
variable format   String  
attribute format dcmi_identifier String http://purl.org/dc/terms/format (external link)
attribute format description String The file format, physical medium, or dimensions of the resource.
attribute format long_name String Format
attribute format units String unitless
variable extent   String  
attribute extent dcmi_identifier String http://purl.org/dc/terms/extent (external link)
attribute extent dcmi_standard_name String Extent
attribute extent description String File size
attribute extent long_name String Extent
attribute extent units String unitless
variable accessURI   String  
attribute accessURI dwc_identifier String http://rs.tdwg.org/ac/terms/accessURI (external link)
attribute accessURI fileAccessBaseUrl String https://waf-cc.prod.ogsl.ca/data/erddap/cidco/cidcoBenthicSubstrateAiImages/ (external link)
attribute accessURI long_name String AccessURI
attribute accessURI units String unitless
variable footprintWKT   String  
attribute footprintWKT dwc_identifier String http://rs.tdwg.org/dwc/terms/footprintWKT (external link)
attribute footprintWKT dwc_standard_name String footprintWKT
attribute footprintWKT ioos_category String Location
attribute footprintWKT long_name String footprint Well-Known Text
attribute footprintWKT units String unitless

The information in the table above is also available in other file formats (.csv, .htmlTable, .itx, .json, .jsonlCSV1, .jsonlCSV, .jsonlKVP, .mat, .nc, .nccsv, .tsv, .xhtml) via a RESTful web service.


 
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