Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060
Description
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.
Resources
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https://data.cefas.co.uk/view/21677 |