Species distribution model agreement data for 19 vulnerable marine species under future climate change scenarios in northwest Europe from 2020 to 2100

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Marine Environmental Data & Information Network
Last updated:
07 July 2025
Topic:
Not added
Licence:
None

Summary

Model agreement data for Environmental Niche Model (ENM) outputs for 19 vulnerable species under climate change until end of century around northwestern Europe. A model ensemble of 5 ENMs was used (MaxEnt, Generalised Linear Models, Support Vector Machine, Random Forest and Bayesian Additive Regression Trees), and projections were made under two different emission scenarios: RCP4.5 and RCP 8.5. The data shows model agreement (normalised to 1) for presence/absence decadal projections from 2020 to 2100. Only ENMs with an Area Under the Curve (AUC) score of at least 0.7 were considered.

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Data links

Link to the data Format File added Data preview
Cefas Data Portal N/A 07 July 2025 Not available

Additional information

View additional metadata
Added to data.gov.uk
2025-06-19
Access contraints
Not specified
Harvest GUID
CEFAS41ebe93d-03a9-4cf2-960f-6d595c080a70
Extent
Latitude: 65.00° to °
Longitude: -25.00° to 8.00°
Spatial reference system
Dataset reference date
2025-05-20 (publication)
2025-06-19 (revision)
2025-05-12 (creation)
Frequency of update
notPlanned
Responsible party
Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) (originator, custodian, distributor); Department for Environment, Food and Rural Affairs (DEFRA) (owner)
ISO 19139 resource type
dataset
Metadata language
eng
Source Metadata
XML
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