ERDDAP > info > biology_8522_mod_habitats_comm_fish_2090_f23a_5ced

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 mail	Institution	Dataset ID
data			graph		files	Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060		F   I   M	background			CEFAS	biology_8522_mod_habitats_comm_fish_2090_f23a_5ced

The Dataset's Variables and Attributes

Row Type	Variable Name	Attribute Name	Data Type	Value
attribute	NC_GLOBAL	acknowledgement	String	This work was funded under Defra project MF1114: Identify long- term distribution shifts based on anticipated future climatic changes. Thanks to Francisco Velasco at the Spanish Institute of Oceanography who shared additional Spanish groundfish survey data. Jonathan Tinker was supported by the Met Office Hadley Centre Climate Programme funded by BEIS and Defra. Production of the RCP climate projections was supported by the Climate Change and European Aquatic Resources (CERES) project, which has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement no 678193.
attribute	NC_GLOBAL	cdm_data_type	String	Grid
attribute	NC_GLOBAL	citation	String	Couce, E. and Townhill, B. (2023). Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060. Cefas, UK. V1. doi: https://doi.org/10.14466/CefasDataHub.138
attribute	NC_GLOBAL	comment	String	Uses attributes recommended by https://cfconventions.org
attribute	NC_GLOBAL	Conventions	String	CF-1.8, COARDS, ACDD-1.3
attribute	NC_GLOBAL	creator_email	String	bryony.townhill at cefas.gov.uk
attribute	NC_GLOBAL	creator_institution	String	Centre for Environment Fisheries and Aquaculture Science (CEFAS)
attribute	NC_GLOBAL	creator_name	String	Elena Couce and Bryony Townhill
attribute	NC_GLOBAL	creator_url	String	https://www.cefas.co.uk/
attribute	NC_GLOBAL	date_created	String	2024-06-05
attribute	NC_GLOBAL	Easternmost_Easting	double	9.000010691051436
attribute	NC_GLOBAL	geospatial_lat_max	double	64.66668300012128
attribute	NC_GLOBAL	geospatial_lat_min	double	44.0000151644155
attribute	NC_GLOBAL	geospatial_lat_resolution	double	0.3333333521888029
attribute	NC_GLOBAL	geospatial_lat_units	String	degrees_north
attribute	NC_GLOBAL	geospatial_lon_max	double	9.000010691051436
attribute	NC_GLOBAL	geospatial_lon_min	double	-16.999990779675198
attribute	NC_GLOBAL	geospatial_lon_resolution	double	0.333333352188803
attribute	NC_GLOBAL	geospatial_lon_units	String	degrees_east
attribute	NC_GLOBAL	history	String	Wed Jun 5 15:31:24 2024: ncatted -a units,emmision_scenario,c,c,level eurobis_693_try0_with_time_dim.nc Wed Jun 5 15:31:18 2024: ncatted -a units,aphiaid,c,c,level eurobis_693_try0_with_time_dim.nc https://doi.org/10.14466/CefasDataHub.138
attribute	NC_GLOBAL	infoUrl	String	https://www.cefas.co.uk/
attribute	NC_GLOBAL	institution	String	CEFAS
attribute	NC_GLOBAL	keywords	String	aphiaid, around, biological, cefas, change, climate, commercial, data, emmision, emmision_scenario, entity, europe, fish, habitat, modelled, north, north-western, occurrence, probability, probability_of_occurrence, projections, scenario, time, under, western
attribute	NC_GLOBAL	license	String	Open Government License <http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/>
attribute	NC_GLOBAL	naming_authority	String	data.cefas.co.uk
attribute	NC_GLOBAL	NCO	String	netCDF Operators version 5.0.6 (Homepage = http://nco.sf.net, Code = https://github.com/nco/nco)
attribute	NC_GLOBAL	Northernmost_Northing	double	64.66668300012128
attribute	NC_GLOBAL	project	String	Defra project MF1114: Identify long- term distribution shifts based on anticipated future climatic changes
attribute	NC_GLOBAL	publisher_email	String	bio at emodnet.eu
attribute	NC_GLOBAL	publisher_institution	String	Flanders Marine Institute (VLIZ)
attribute	NC_GLOBAL	publisher_name	String	EMODnet Biology Data Management Team
attribute	NC_GLOBAL	publisher_type	String	group
attribute	NC_GLOBAL	publisher_url	String	https://emodnet.eu
attribute	NC_GLOBAL	sea_name	String	Northeast Atlantic Ocean
attribute	NC_GLOBAL	source	String	https://doi.org/10.14466/CefasDataHub.138
attribute	NC_GLOBAL	sourceUrl	String	(local files)
attribute	NC_GLOBAL	Southernmost_Northing	double	44.0000151644155
attribute	NC_GLOBAL	standard_name_vocabulary	String	CF Standard Name Table v70
attribute	NC_GLOBAL	summary	String	Environmental Niche Model (ENM) outputs for 49 commercial fish species under climate change until the decade of 2060 around northwestern Europe. A model ensemble of 5 ENMs was used (MaxEnt, Generalised Linear Models, Support Vector Machine, Random Forest and BIOCLIM ), and projections were made under three different emission scenarios: A1B, RCP4.5 and RCP 8.5. The data shows model agreement (normalised to 1) for presence/absence decadal projections from 2020 to 2060. Additionally we provide data on model performance, with the Area Under the Curve (AUC) scores of the Receiver Operator Characteristic (ROC) curve for each of the 5 ENMs trained for each combination of fish species and emission scenario. Only ENMs with an AUC score of at least 0.7 were considered.
attribute	NC_GLOBAL	time_coverage_end	String	2065-01-01T00:00:00Z
attribute	NC_GLOBAL	time_coverage_start	String	2006-07-03T00:00:00Z
attribute	NC_GLOBAL	title	String	Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060
attribute	NC_GLOBAL	Westernmost_Easting	double	-16.999990779675198
dimension	emmision_scenario		int	nValues=3, evenlySpaced=true, averageSpacing=1.0
attribute	emmision_scenario	actual_range	int	1, 3
attribute	emmision_scenario	long_name	String	Climate Change Emission Scenarios INT
attribute	emmision_scenario	units	String	level
dimension	aphiaid		int	nValues=49, evenlySpaced=false, averageSpacing=933.8125
attribute	aphiaid	actual_range	int	105814, 150637
attribute	aphiaid	long_name	String	Life Science Identifier - World Register of Marine Species
attribute	aphiaid	units	String	level
dimension	time		double	nValues=6, evenlySpaced=false, averageSpacing=4273 days 9h 36m 0s
attribute	time	_CoordinateAxisType	String	Time
attribute	time	actual_range	double	1.1518848E9, 2.9979936E9
attribute	time	axis	String	T
attribute	time	calendar	String	gregorian
attribute	time	climatology	String	climatology_bounds
attribute	time	ioos_category	String	Time
attribute	time	long_name	String	Time
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
dimension	latitude		double	nValues=63, evenlySpaced=true, averageSpacing=0.3333333521888029
attribute	latitude	_CoordinateAxisType	String	Lat
attribute	latitude	actual_range	double	44.0000151644155, 64.66668300012128
attribute	latitude	axis	String	Y
attribute	latitude	ioos_category	String	Location
attribute	latitude	long_name	String	Latitude
attribute	latitude	standard_name	String	latitude
attribute	latitude	units	String	degrees_north
dimension	longitude		double	nValues=79, evenlySpaced=true, averageSpacing=0.333333352188803
attribute	longitude	_CoordinateAxisType	String	Lon
attribute	longitude	actual_range	double	-16.999990779675198, 9.000010691051436
attribute	longitude	axis	String	X
attribute	longitude	ioos_category	String	Location
attribute	longitude	long_name	String	Longitude
attribute	longitude	standard_name	String	longitude
attribute	longitude	units	String	degrees_east
variable	probability_of_occurrence		double	emmision_scenario, aphiaid, time, latitude, longitude
attribute	probability_of_occurrence	_FillValue	double	-99999.0
attribute	probability_of_occurrence	long_name	String	Probability of occurrence of biological entity

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.