<?xml version="1.0"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title xmlns:dc="http://purl.org/dc/elements/1.1/">Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060</dc:title>
  <dc:type xmlns:dc="http://purl.org/dc/elements/1.1/">dataset</dc:type>
  <dc:identifier xmlns:dc="http://purl.org/dc/elements/1.1/">https://portal.medin.org.uk/portal/start.php?tpc=009_CEFAS0eefdf21-91c7-40a3-b12d-5342234d34f4</dc:identifier>
  <dc:description xmlns:dc="http://purl.org/dc/elements/1.1/">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.</dc:description>
  <dc:date xmlns:dc="http://purl.org/dc/elements/1.1/">20230607 20230606</dc:date>
</oai_dc:dc>
