Easier access to scientific data
Brought to you by EMSO
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EMSO ERIC Example Datasets
Easier access to scientific data |
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Brought to you by EMSO |
| Grid DAP Data | Sub- set | Table DAP Data | Make A Graph | W M S | Source Data Files | Title | Sum- mary | FGDC, ISO, Metadata | Back- ground Info | RSS | E | Institution | Dataset ID | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| set | data | graph | files | Example 11: Fish detections from underwater pictures, compatible with Darwin Core |
| F I M | background
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| 11 |
| Row Type | Variable Name | Attribute Name | Data Type | Value |
|---|---|---|---|---|
| attribute | NC_GLOBAL | cdm_data_type | String | TimeSeries |
| attribute | NC_GLOBAL | cdm_timeseries_variables | String | platform_id,sensor_id,latitude,longitude,depth |
| attribute | NC_GLOBAL | contributor_name | String | Bart Simpson, Peter Griffin, Rick Sánchez |
| attribute | NC_GLOBAL | contributor_role | String | DataCollector DataManager Researcher |
| attribute | NC_GLOBAL | Conventions | String | OceanSITES EMSO CF-1.8 |
| attribute | NC_GLOBAL | data_mode | String | D |
| attribute | NC_GLOBAL | data_processing_level | String | L0 |
| attribute | NC_GLOBAL | data_processing_steps | String | L0a L0b |
| attribute | NC_GLOBAL | data_type | String | OceanSITES profile data |
| attribute | NC_GLOBAL | date_created | String | 2026-05-15 |
| attribute | NC_GLOBAL | doi | String | https://doi.org/10.5281/zenodo.20071769 |
| attribute | NC_GLOBAL | Easternmost_Easting | double | 1.75257 |
| attribute | NC_GLOBAL | emso_regional_facility_name | String | Balearic Sea |
| attribute | NC_GLOBAL | emso_regional_facility_uri | String | https://w3id.org/earthsemantics/OSO#Balearic_Sea |
| attribute | NC_GLOBAL | emso_site_name | String | OBSEA |
| attribute | NC_GLOBAL | emso_site_uri | String | https://w3id.org/earthsemantics/OSO#OBSEA |
| attribute | NC_GLOBAL | featureType | String | TimeSeries |
| attribute | NC_GLOBAL | format_version | String | 1.4 |
| attribute | NC_GLOBAL | geospatial_lat_max | double | 41.18212 |
| attribute | NC_GLOBAL | geospatial_lat_min | double | 41.18212 |
| attribute | NC_GLOBAL | geospatial_lat_units | String | degrees_north |
| attribute | NC_GLOBAL | geospatial_lon_max | double | 1.75257 |
| attribute | NC_GLOBAL | geospatial_lon_min | double | 1.75257 |
| attribute | NC_GLOBAL | geospatial_lon_units | String | degrees_east |
| attribute | NC_GLOBAL | geospatial_vertical_max | double | 20.0 |
| attribute | NC_GLOBAL | geospatial_vertical_min | double | 20.0 |
| attribute | NC_GLOBAL | geospatial_vertical_positive | String | down |
| attribute | NC_GLOBAL | geospatial_vertical_units | String | m |
| attribute | NC_GLOBAL | infoUrl | String | https://edmo.seadatanet.org/report/2150 |
| attribute | NC_GLOBAL | institution | String | UPC - Universitat Politècnica de Catalunya |
| attribute | NC_GLOBAL | institution_edmo_code | String | 2150 |
| attribute | NC_GLOBAL | institution_edmo_uri | String | https://edmo.seadatanet.org/report/2150 |
| attribute | NC_GLOBAL | institution_ror_uri | String | https://ror.org/03mb6wj31 |
| attribute | NC_GLOBAL | keywords | String | Balearic Sea, cameras, coastal ecosystems, marine biology, marine ecology, marine monitoring, mooring, object detection, OBSEA, OBSEA seabed station |
| attribute | NC_GLOBAL | keywords_type | String | infrastructure, device, discipline, discipline, discipline, discipline, platform, discipline, infrastructure, infrastructure |
| attribute | NC_GLOBAL | keywords_uri | String | https://w3id.org/earthsemantics/OSO#Balearic_Sea https://vocab.nerc.ac.uk/collection/L05/current/311/ http://data.europa.eu/8mn/euroscivoc/1dc067cd-e750-44f5-9a8a-67ed4b788457 http://www.eionet.europa.eu/gemet/concept/5027 http://www.eionet.europa.eu/gemet/concept/5030 http://www.eionet.europa.eu/gemet/concept/5042 https://vocab.nerc.ac.uk/collection/L06/current/48/ http://data.europa.eu/8mn/euroscivoc/03ba2800-ce81-400c-b0b4-c9d84c9f9976 https://w3id.org/earthsemantics/OSO#OBSEA https://w3id.org/earthsemantics/OSO#OBSEA_seabed_station |
| attribute | NC_GLOBAL | keywords_vocabulary | String | GEMET, EuroSciVoc, Observatories of the Seas Ontology, SeaDataNet device categories, SeaVoX Platform Categories |
| attribute | NC_GLOBAL | keywords_vocabulary_uri | String | https://www.eionet.europa.eu/gemet/ https://op.europa.eu/en/web/eu-vocabularies/euroscivoc https://earthportal.eu/ontologies/OSO https://vocab.nerc.ac.uk/collection/L05/current/ https://vocab.nerc.ac.uk/collection/L06/current/ |
| attribute | NC_GLOBAL | license | String | CC-BY-4.0 |
| attribute | NC_GLOBAL | license_uri | String | https://spdx.org/licenses/CC-BY-4.0 |
| attribute | NC_GLOBAL | network | String | EMSO |
| attribute | NC_GLOBAL | Northernmost_Northing | double | 41.18212 |
| attribute | NC_GLOBAL | principal_investigator | String | Homer Simpson |
| attribute | NC_GLOBAL | principal_investigator_email | String | homer.simpson at fake.com |
| attribute | NC_GLOBAL | project | String | DIGI4ECO GEORGE iMagine |
| attribute | NC_GLOBAL | project_code | String | 101112883 101094716 101058625 |
| attribute | NC_GLOBAL | project_uri | String | https://cordis.europa.eu/project/id/101112883 https://cordis.europa.eu/project/id/101094716 https://cordis.europa.eu/project/id/101058625 |
| attribute | NC_GLOBAL | source | String | mooring |
| attribute | NC_GLOBAL | sourceUrl | String | (local files) |
| attribute | NC_GLOBAL | Southernmost_Northing | double | 41.18212 |
| attribute | NC_GLOBAL | standard_name_vocabulary | String | CF Standard Name Table v70 |
| attribute | NC_GLOBAL | subsetVariables | String | platform_id,sensor_id,depth |
| attribute | NC_GLOBAL | summary | String | Fish detections from an underwater pictures analyzed through an object detection and classification algorithm trained to classify fish |
| attribute | NC_GLOBAL | time_coverage_end | String | 2024-12-13T07:58:01Z |
| attribute | NC_GLOBAL | time_coverage_start | String | 2024-12-09T11:30:01Z |
| attribute | NC_GLOBAL | title | String | Example 11: Fish detections from underwater pictures, compatible with Darwin Core |
| attribute | NC_GLOBAL | update_interval | String | void |
| attribute | NC_GLOBAL | Westernmost_Easting | double | 1.75257 |
| variable | time | double | ||
| attribute | time | _ChunkSizes | uint | 33084 |
| attribute | time | _CoordinateAxisType | String | Time |
| attribute | time | actual_range | double | 1.733743801E9, 1.734076681E9 |
| attribute | time | axis | String | T |
| attribute | time | ioos_category | String | Time |
| attribute | time | long_name | String | time of measurements |
| attribute | time | monotonic | String | increasing |
| attribute | time | sdn_parameter_name | String | Elapsed time relative to 1970-01-01T00:00:00Z |
| attribute | time | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/ELTMEP01/ |
| attribute | time | sdn_parameter_urn | String | SDN:P01::ELTMEP01 |
| attribute | time | sdn_uom_name | String | Seconds |
| attribute | time | sdn_uom_uri | String | https://vocab.nerc.ac.uk/collection/P06/current/UTBB/ |
| attribute | time | sdn_uom_urn | String | SDN:P06::UTBB |
| attribute | time | standard_name | String | time |
| attribute | time | time_origin | String | 01-JAN-1970 00:00:00 |
| attribute | time | units | String | seconds since 1970-01-01T00:00:00Z |
| attribute | time | variable_type | String | coordinate |
| variable | depth | double | ||
| attribute | depth | _ChunkSizes | uint | 33084 |
| attribute | depth | _CoordinateAxisType | String | Height |
| attribute | depth | _CoordinateZisPositive | String | down |
| attribute | depth | _FillValue | double | -2.147483648E9 |
| attribute | depth | actual_range | double | 20.0, 20.0 |
| attribute | depth | axis | String | Z |
| attribute | depth | ioos_category | String | Location |
| attribute | depth | long_name | String | depth of measurements |
| attribute | depth | positive | String | down |
| attribute | depth | sdn_parameter_name | String | Depth (spatial coordinate) relative to water surface in the water body |
| attribute | depth | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/ADEPZZ01 |
| attribute | depth | sdn_parameter_urn | String | SDN:P01::ADEPZZ01 |
| attribute | depth | sdn_uom_name | String | Metres |
| attribute | depth | sdn_uom_uri | String | https://vocab.nerc.ac.uk/collection/P06/current/ULAA/ |
| attribute | depth | sdn_uom_urn | String | SDN:P06::ULAA |
| attribute | depth | standard_name | String | depth |
| attribute | depth | units | String | m |
| attribute | depth | variable_type | String | coordinate |
| variable | latitude | double | ||
| attribute | latitude | _ChunkSizes | uint | 33084 |
| attribute | latitude | _CoordinateAxisType | String | Lat |
| attribute | latitude | _FillValue | double | -9999.99 |
| attribute | latitude | actual_range | double | 41.18212, 41.18212 |
| attribute | latitude | axis | String | Y |
| attribute | latitude | ioos_category | String | Location |
| attribute | latitude | long_name | String | latitude of measurements |
| attribute | latitude | sdn_parameter_name | String | Latitude north |
| attribute | latitude | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/ALATZZ01 |
| attribute | latitude | sdn_parameter_urn | String | SDN:P01::ALATZZ01 |
| attribute | latitude | sdn_uom_name | String | Degrees |
| attribute | latitude | sdn_uom_uri | String | https://vocab.nerc.ac.uk/collection/P06/current/UAAA/ |
| attribute | latitude | sdn_uom_urn | String | SDN:P06::UAAA |
| attribute | latitude | standard_name | String | latitude |
| attribute | latitude | units | String | degrees_north |
| attribute | latitude | variable_type | String | coordinate |
| variable | longitude | double | ||
| attribute | longitude | _ChunkSizes | uint | 33084 |
| attribute | longitude | _CoordinateAxisType | String | Lon |
| attribute | longitude | _FillValue | double | -9999.99 |
| attribute | longitude | actual_range | double | 1.75257, 1.75257 |
| attribute | longitude | axis | String | X |
| attribute | longitude | ioos_category | String | Location |
| attribute | longitude | long_name | String | longitude of measurements |
| attribute | longitude | sdn_parameter_name | String | Longitude east |
| attribute | longitude | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/ALONZZ01 |
| attribute | longitude | sdn_parameter_urn | String | SDN:P01::ALONZZ01 |
| attribute | longitude | sdn_uom_name | String | Degrees |
| attribute | longitude | sdn_uom_uri | String | https://vocab.nerc.ac.uk/collection/P06/current/UAAA/ |
| attribute | longitude | sdn_uom_urn | String | SDN:P06::UAAA |
| attribute | longitude | standard_name | String | longitude |
| attribute | longitude | units | String | degrees_east |
| attribute | longitude | variable_type | String | coordinate |
| variable | sensor_id | String | ||
| attribute | sensor_id | long_name | String | Identifier of the sensor that took the measurement |
| attribute | sensor_id | sdn_parameter_name | String | Name of sampling instrument |
| attribute | sensor_id | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/NMSPINST/ |
| attribute | sensor_id | sdn_parameter_urn | String | SDN:P01::NMSPINST |
| attribute | sensor_id | variable_type | String | coordinate |
| variable | platform_id | String | ||
| attribute | platform_id | cf_role | String | timeseries_id |
| attribute | platform_id | long_name | String | Platform where the sensor was deployed |
| attribute | platform_id | sdn_parameter_name | String | Name of sampling platform |
| attribute | platform_id | sdn_parameter_uri | String | https://vocab.nerc.ac.uk/collection/P01/current/NMSPPF01/ |
| attribute | platform_id | sdn_parameter_urn | String | SDN:P01::NMSPPF01 |
| attribute | platform_id | standard_name | String | platform_id |
| attribute | platform_id | variable_type | String | coordinate |
| variable | associatedMedia | String | ||
| attribute | associatedMedia | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | associatedMedia | dwc_term_uri | String | http://rs.tdwg.org/dwc/terms/associatedMedia |
| attribute | associatedMedia | long_name | String | underwater photography |
| attribute | associatedMedia | variable_type | String | biological |
| variable | scientificName | String | ||
| attribute | scientificName | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | scientificName | dwc_term_uri | String | http://rs.tdwg.org/dwc/terms/scientificName |
| attribute | scientificName | long_name | String | identified species scientific name |
| attribute | scientificName | variable_type | String | biological |
| variable | scientificNameID | String | ||
| attribute | scientificNameID | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | scientificNameID | dwc_term_uri | String | http://rs.tdwg.org/dwc/terms/scientificNameID |
| attribute | scientificNameID | long_name | String | identified species aphia ID |
| attribute | scientificNameID | variable_type | String | biological |
| variable | confidence | double | ||
| attribute | confidence | _ChunkSizes | uint | 33084 |
| attribute | confidence | _FillValue | double | -9999.99 |
| attribute | confidence | actual_range | double | 0.5, 0.998 |
| attribute | confidence | comment | String | Confidence represents a score assigned by a model to its prediction, indicating how certain the model is about that specific output. For tasks like object detection or image classification, each detected object or assigned class label comes with a confidence score, typically ranging from 0 to 1 (or 0% to 100%). This score helps users gauge the reliability of individual predictions made by models such as Ultralytics YOLO. A higher score suggests the model is more certain about its prediction based on the patterns learned during training. |
| attribute | confidence | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | confidence | long_name | String | detection algorithm confidence |
| attribute | confidence | units | String | 1 |
| attribute | confidence | variable_type | String | technical |
| variable | bbox | String | ||
| attribute | bbox | comment | String | XYXY normalized bounding box for each detection, provided as a string composed of 4 floats separated by space |
| attribute | bbox | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | bbox | long_name | String | detection bounding box |
| attribute | bbox | variable_type | String | technical |
| variable | identificationVerificationStatus | String | ||
| attribute | identificationVerificationStatus | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | identificationVerificationStatus | dwc_term_uri | String | http://rs.tdwg.org/dwc/terms/identificationVerificationStatus |
| attribute | identificationVerificationStatus | long_name | String | categorical indicator of the extent to which the taxonomic identification has been verified to be correct |
| attribute | identificationVerificationStatus | variable_type | String | biological |
| variable | basisOfRecord | String | ||
| attribute | basisOfRecord | coordinates | String | time latitude longitude depth sensor_id platform_id |
| attribute | basisOfRecord | dwc_term_uri | String | http://rs.tdwg.org/dwc/terms/basisOfRecord |
| attribute | basisOfRecord | long_name | String | The specific nature of the data record |
| attribute | basisOfRecord | variable_type | String | biological |
| variable | IPC608_SN0001 | String | ||
| attribute | IPC608_SN0001 | long_name | String | IPC608 underwater camera |
| attribute | IPC608_SN0001 | sdn_instrument_name | String | Linovision IPC608UW-10 underwater camera |
| attribute | IPC608_SN0001 | sdn_instrument_uri | String | https://vocab.nerc.ac.uk/collection/L22/current/TOOL2269/ |
| attribute | IPC608_SN0001 | sdn_instrument_urn | String | SDN:L22::TOOL2269 |
| attribute | IPC608_SN0001 | sensor_id | String | IPC608_SN0001 |
| attribute | IPC608_SN0001 | sensor_manufacturer_name | String | Linovision Ltd. |
| attribute | IPC608_SN0001 | sensor_manufacturer_uri | String | https://vocab.nerc.ac.uk/collection/L35/current/MAN0378/ |
| attribute | IPC608_SN0001 | sensor_manufacturer_urn | String | SDN:L35::MAN0378 |
| attribute | IPC608_SN0001 | sensor_mount | String | mounted_on_seafloor_structure |
| attribute | IPC608_SN0001 | sensor_orientation | String | horizontal |
| attribute | IPC608_SN0001 | sensor_reference | String | https://eu.linovision.com/en-eu/products/ipc608uw |
| attribute | IPC608_SN0001 | sensor_SeaVoX_L22_code | String | SDN:L22::TOOL2269 |
| attribute | IPC608_SN0001 | sensor_serial_number | String | 0001 |
| attribute | IPC608_SN0001 | sensor_type_name | String | cameras |
| attribute | IPC608_SN0001 | sensor_type_uri | String | https://vocab.nerc.ac.uk/collection/L05/current/311/ |
| attribute | IPC608_SN0001 | sensor_type_urn | String | SDN:L05::311 |
| attribute | IPC608_SN0001 | variable_type | String | sensor |
| variable | OBSEA_seabed_station | String | ||
| attribute | OBSEA_seabed_station | comment | String | OBSEA seafloor observatory is a multiparametric cabled observatory located at NW mediterranean sea |
| attribute | OBSEA_seabed_station | emso_platform_name | String | OBSEA seabed station |
| attribute | OBSEA_seabed_station | emso_platform_uri | String | https://w3id.org/earthsemantics/OSO#OBSEA_seabed_station |
| attribute | OBSEA_seabed_station | latitude | double | 41.18212 |
| attribute | OBSEA_seabed_station | long_name | String | OBSEA Seafloor Observatory |
| attribute | OBSEA_seabed_station | longitude | double | 1.75257 |
| attribute | OBSEA_seabed_station | platform_id | String | OBSEA_seabed_station |
| attribute | OBSEA_seabed_station | platform_reference | String | https://obsea.es |
| attribute | OBSEA_seabed_station | platform_type_name | String | mooring |
| attribute | OBSEA_seabed_station | platform_type_uri | String | https://vocab.nerc.ac.uk/collection/L06/current/48/ |
| attribute | OBSEA_seabed_station | platform_type_urn | String | SDN:L06::48 |
| attribute | OBSEA_seabed_station | variable_type | String | platform |
| attribute | OBSEA_seabed_station | wmo_platform_code | String | 6103565 |
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.