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

Publisher
Marine Environmental Data & Information Network
Updated
30 July 2026
Topic
Not set
Licence
Not set

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.

Data links

Link Format Preview Updated
Cefas Data Portal 30/7/2026

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Additional information

Source Metadata
XML, HTML
Date added
29 July 2026
Harvest GUID
CEFAS41ebe93d-03a9-4cf2-960f-6d595c080a70
Extent (Latitude)
65.00° to 40.00°
Extent (Longitude)
-25.00° to 8.00°
Dataset reference date (publication)
2025-05-20
Dataset reference date (revision)
2026-07-29
Dataset reference date (creation)
2025-05-12
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