Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060
<p>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.</p>
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Date | 2024-07-03 |
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Date type | Creation: Date identifies when the resource was brought into existence |
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Point of contact
Organisation name | Centre for Environment, Fisheries and Aquaculture Science |
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Electronic mail address | data.manager@cefas.co.uk |
Role | Originator: Party who created the resource |
Point of contact
Organisation name | Centre for Environment, Fisheries and Aquaculture Science |
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Electronic mail address | data.manager@cefas.co.uk |
Role | Originator: Party who created the resource |
Point of contact
Organisation name | Vlaams Instituut voor de Zee |
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Electronic mail address | info@vliz.be |
Role | Custodian: Party that accepts accountability and responsability for the data and ensures appropriate care and maintenance of the resource |
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GEMET - INSPIRE themes, version 1.0 | |
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Spatial scope | European |
Language | zxx: zxx |
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Anchor | EPSG:4326 |
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Hierarchy level | Dataset: Information applies to the dataset |
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Statement | This product is described in: Thompson, M.S.A.; Couce, E.; Schratzberger, M.; Lynam, C.P. (2023). Climate change affects the distribution of diversity across marine food webs. Glob. Chang. Biol. 29(23): 6606-6619. https://dx.doi.org/10.1111/gcb.16881 In: Global Change Biology. Blackwell Publishers: Oxford. ISSN 1354-1013; e-ISSN 1365-2486 |
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File identifier | 6d617269-6e65-696e-666f-000000008522 | ||||||
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Metadata language | English | ||||||
Character set | UTF8: 8-bit variable size UCS Transfer Format, based on ISO/IEC 10646 | ||||||
Hierarchy level | Dataset: Information applies to the dataset | ||||||
Date stamp | 2024-07-29T00:00:00+02:00 | ||||||
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