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Metadata: Modelled projections of coral species presences/absences at reef locations worldwide, under warming and acidification
Abstract:
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.
Data holder:
Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS)
| Other details | ||
| Internal code | Internally assigned metadata identifier | 9691 |
| Title | The title is used to provide a brief and precise description of the dataset such as 'Date', 'Originating organisation/programme', 'Location' and 'Type of survey'. All acronyms and abbreviations should be reproduced in full. | Modelled projections of coral species presences/absences at reef locations worldwide, under warming and acidification |
| File Identifier | The File Identifier is a code, preferably a GUID, that is globally unique and remains with the same metadata record even if the record is edited or transferred between portals or tools. | CEFAS548d3e10-66a0-40bc-9ed0-3f1d1922c883 |
| Resource Identifier | This is the code assigned by the data owner. | CEFAS21652 |
| Resource type | The resource type will likely be a dataset but could also be a series (collection of datasets with a common specification) or a service. | dataset |
| Start date | This describes the date the resource starts. This may only be the year if month and day are not known | 1990 |
| End date | This describes the date the resource ends. This may only be the year if month and day are not known | 2090 |
| Frequency of updates | This describes the frequency with which the resource is modified or updated i.e. a monitoring programme that samples once per year has a frequency that is described as 'annually'. | notPlanned |
| Abstract | The abstract provides a clear and brief statement of the content of the resource. | 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. |
| Lineage | Lineage includes the background information, history of the sources of data, data quality statements and methods. | 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/TrainingMaxEntmodelforacoralspecieswithconnectivity (github.com; DOI: 10.5281/zenodo.7788469)`_ :: .. .. _`https://doi.org/10.1111/gcb.16690`: https://doi.org/10.1111/gcb.16690 .. `cefasrepres/trainingmaxentmodelforacoralspecieswith_connectivity (github.com; doi: 10.5281/zenodo.7788469)`: https://github.com/CefasRepRes/TrainingMaxEntmodelforacoralspecieswithconnectivity |
| Related keywords | ||
| Keyword | General subject area(s) associated with the resource, uses multiple controlled vocabularies | Habitat |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Modelling | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Model | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Biodiversity | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Species distribution | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Inapplicable | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | Marine Environmental Data and Information Network | |
| General subject area(s) associated with the resource, uses multiple controlled vocabularies | data.gov.uk | |
| Geographical coverage | ||
| North | The northern-most limit of the data resource in decimal degrees | 70 |
| East | The eastern-most limit of the data resource in decimal degrees | 180 |
| South | The southern-most limit of the data resource in decimal degrees | -40 |
| West | The western-most limit of the data resource in decimal degrees | -180 |
| Responsible organisations | ||
| Role | The point of contact is person or organisation with responsibility for the creation and maintenance of the metadata for the resource. | pointOfContact |
| Organisation name | Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) | |
| Delivery point | Cefas Lowestoft Laboratory, Pakefield Road | |
| Postal code | NR33 0HT | |
| City | Lowestoft | |
| Administrative area | Suffolk | |
| Country | UK | |
| data.manager@cefas.co.uk | ||
| Role | The originator is the person or organisation who created, collected or produced the resource. | originator |
| Organisation name | Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) | |
| Delivery point | Cefas Lowestoft Laboratory, Pakefield Road | |
| Postal code | NR33 0HT | |
| City | Lowestoft | |
| Administrative area | Suffolk | |
| Country | UK | |
| data.manager@cefas.co.uk | ||
| Role | The custodian is the person or organisation that accepts responsibility for the resource and ensures appropriate care and maintenance. If a dataset has been lodged with a Data Archive Centre for maintenance then this organisation is be entered here. | custodian |
| Organisation name | Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) | |
| Delivery point | Cefas Lowestoft Laboratory, Pakefield Road | |
| Postal code | NR33 0HT | |
| City | Lowestoft | |
| Administrative area | Suffolk | |
| Country | UK | |
| data.manager@cefas.co.uk | ||
| Role | The distributor is the person or organisation that distributes the resource. | distributor |
| Organisation name | Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) | |
| Delivery point | Cefas Lowestoft Laboratory, Pakefield Road | |
| Postal code | NR33 0HT | |
| City | Lowestoft | |
| Administrative area | Suffolk | |
| Country | UK | |
| data.manager@cefas.co.uk | ||
| Role | The owner is the person or organisation that owns the resource. | owner |
| Organisation name | Centre for Environment, Fisheries and Aquaculture Science, Lowestoft Laboratory (CEFAS) | |
| data.manager@cefas.co.uk | ||
| Resource locators | ||
| Locator URL | Web address (URL) that links to the resource | https://data.cefas.co.uk/view/21652 |
| Locator name | Name of the web resource | Cefas Data Portal |
| Dataset constraints | ||
| 20.1 Limitations on Public Access - Access constraints | This states `otherRestrictions` from ISO vocabulary RestrictionCode and is an INSPIRE/GEMINI requirement. | otherRestrictions |
| 20.2 Limitations on Public Access - Other constraints | noLimitations | |
| 21.1 Conditions for Access and Use - Use constraints | This states `otherRestrictions` from ISO vocabulary RestrictionCode and is an INSPIRE/GEMINI requirement. | otherRestrictions |
| 21.2 Conditions for Access and Use - Other constraints | https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ | |
| Version info | ||
| Date of publication | The publication date of the resource or if previously unpublished the date that the resource was made publicly available via the MEDIN network. | 2023-03-31 |
| Date of last revision | The most recent date that the resource was revised. | 2024-07-24 |
| Date of creation | The date that the resource was created. | 2023-03-24 |
| Harvest date | The date which this record has been (re)harvested from the provider. | 2026-04-19 |
| Metadata date | The date when the content of this metadata record was last updated. | 2024-07-24 |
| Metadata standard name | The name of the metadata standard used to create this metadata | MEDIN |
| Metadata standard version | The version of the MEDIN Discovery Metadata Standard used to create the metadata record | 3.1.1 |