Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060

• Published by: Marine Environmental Data & Information Network
• Last updated: 10 September 2024
• Topic: Not added
• Licence: Other Licence ; View licence information

Summary

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.

More from this publisher

All datasets from Marine Environmental Data & Information Network

Related datasets

• Modelled projections of habitat for fish species feeding guilds around North-western Europe under climate change, 2010 to 2095
• Data products covering precipitation and temperature suitable for purposes of aquaculture under climate change scenarios
• Modelled projections of coral species presences/absences at reef locations worldwide, under warming and acidification
• Modelled and observed fish feeding traits for the North Atlantic and Arctic Oceans (1836-2020) and population estimates of fish with different feeding traits from Northeast Atlantic scientific trawl surveys (1997-2020)

Search

Data links

Link to the data	Format	File added	Data preview
Cefas Data Portal	N/A	10 September 2024	Not available

Additional information

View additional metadata

• Added to data.gov.uk: 2024-07-24
• Access contraints: Not specified
• Harvest GUID: CEFAS0eefdf21-91c7-40a3-b12d-5342234d34f4
• Extent: Latitude: 52.4595° to 52.4581°
• Extent: Longitude: 1.73881° to 1.74086°
• Dataset reference date: 2023-06-07 (publication)
• Dataset reference date: 2024-07-24 (revision)
• Dataset reference date: 2023-06-06 (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
• Source Metadata: HTML

Contact

Enquiries

Contact Marine Environmental Data & Information Network regarding this dataset

Licence information

[]