CEFAS548d3e10-66a0-40bc-9ed0-3f1d1922c883 English dataset Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) Cefas Lowestoft Laboratory Pakefield Road Lowestoft Suffolk NR33 0HT UK data.manager@cefas.co.uk pointOfContact 2024-07-24T11:45:58 EPSG Geodetic Parameter Registry 2022-01-07 revision WGS 84 Modelled projections of coral species presences/absences at reef locations worldwide, under warming and acidification 2023-03-31 publication 2024-07-24 revision 2023-03-24 creation CEFAS21652 https://data.cefas.co.uk Global projection of coral species with suitable/non-suitable habitat at coral reef locations around the world until the end of the century, derived from environmental niche modelling. The projections are decadal, for the "training" period (circa 1990s) and for every decade from 2020s to 2080s, under two different emission scenarios: the Shared Socio-economic Pathways "SSP1-2.6" and "SSP5-8.5" (see Meinshausen et al., 2020 for details). The data is provided as two separate csv files (which have been added to a .zip file due to the large file sizes), each corresponding to one emission scenario. Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) Cefas Lowestoft Laboratory Pakefield Road Lowestoft Suffolk NR33 0HT UK data.manager@cefas.co.uk originator Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) Cefas Lowestoft Laboratory Pakefield Road Lowestoft Suffolk NR33 0HT UK data.manager@cefas.co.uk custodian Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) Cefas Lowestoft Laboratory Pakefield Road Lowestoft Suffolk NR33 0HT UK data.manager@cefas.co.uk distributor Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) data.manager@cefas.co.uk owner notPlanned Habitat SeaDataNet P03 parameter discovery vocabulary 2011-03-25 revision Modelling Model Biodiversity GEMET, version 1.0 2008-06-01 publication Species distribution GEMET - INSPIRE themes, version 1.0 2008-06-01 publication Inapplicable SeaVoX Vertical Co-ordinate Coverages 2010-05-18 revision Marine Environmental Data and Information Network MEDIN metadata record availability 2012-01-11 publication data.gov.uk MEDIN metadata record availability 2012-01-11 publication otherRestrictions noLimitations otherRestrictions **Publicly available data licensed under the Open Government Licence v3.0 (`https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/)`_ – Please note the applicable attribution statement is as follows: ‘includes Crown copyright, Cefas [2023]'** .. _`https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/)`: https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ English biota -180.00 180.00 -40.00 70.00 1990 2090 Binary Unknown https://data.cefas.co.uk/view/21652 Cefas Data Portal download The Cefas Data Portal contains metadata records and data sets available to download and connect to in support of our commitment to open science. Data is available in the following formats: Binary download. dataset INSPIRE Data Specification on Species Distribution – Technical Guidelines 2013-12-10 publication false See the referenced specification Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 publication true See the referenced specification The data is based on the output of individual Maximum Entropy models (MaxEnt; Phillips, Anderson, & Schapire, 2006) for 684 Scleractinian coral species. Each model was trained to capture the environmental requirements of individual coral species, with variables such as Sea Surface Temperature (SST), aragonite saturation, salinity, nutrient levels, photosynthetically active radiation (PAR) levels, attenuation coefficient at a wavelength of 490 nanometers, light penetration depth and dust. For many of these, annual averages were considered alongside monthly extremes and other measures of inter-annual variability. Once the models were trained, they were used to study future habitat suitability within a species-specific study area, reflecting the current range of the species and the areas it could potentially reach as larvae carried by ocean currents. Future SST, salinity and aragonite saturation values were based on model output from the UK Earth System Model version 1 (UKESM1; Sellar et al., 2019), a next-generation Earth System Model developed jointly by the UK’s Natural Environment Research Council (NERC) and the Met Office. These datasets were produced for the study in the article "Paris Agreement could prevent regional mass extinctions of coral species", by Elena Couce, Benjamin Cowburn, David Clare and Joanna K. Bluemel, Global Change Biology (2023; `https://doi.org/10.1111/gcb.16690`_). See also the R code and associated dataset available at `CefasRepRes/Training_MaxEnt_model_for_a_coral_species_with_connectivity (github.com; DOI: 10.5281/zenodo.7788469)`_ ::   .. .. _`https://doi.org/10.1111/gcb.16690`: https://doi.org/10.1111/gcb.16690 .. _`cefasrepres/training_maxent_model_for_a_coral_species_with_connectivity (github.com; doi: 10.5281/zenodo.7788469)`: https://github.com/CefasRepRes/Training_MaxEnt_model_for_a_coral_species_with_connectivity MEDIN 3.1.1