Repository logo
 
Publication

Bio‐ORACLE v3.0. pushing marine data layers to the CMIP6 earth system models of climate change research

2024Journal article Restricted access
Simple item page
dc.contributor.authorAssis, Jorge
dc.contributor.authorFernández Bejarano, Salvador Jesús
dc.contributor.authorSalazar, Vinícius W.
dc.contributor.authorSchepers, Lennert
dc.contributor.authorGouvêa, Lidiane
dc.contributor.authorFragkopoulou, Eliza
dc.contributor.authorLeclercq, Frederic
dc.contributor.authorVanhoorne, Bart
dc.contributor.authorTyberghein, Lennert
dc.contributor.authorSerrao, Ester
dc.contributor.authorVerbruggen, Heroen
dc.contributor.authorDe Clerck, Olivier
dc.date.accessioned2024-03-22T09:57:05Z
dc.date.available2024-03-22T09:57:05Z
dc.date.issued2024
dc.description.abstractMotivation: Impacts of climate change on marine biodiversity are often projected with species distribution modelling using standardized data layers representing physical, chemical and biological conditions of the global ocean. Yet, the available data layers (1) have not been updated to incorporate data of the Sixth Phase of the Coupled Model Intercomparison Project (CMIP6), which comprise the Shared Socioeconomic Pathway (SSP) scenarios; (2) consider a limited number of Earth System Models (ESMs), and (3) miss important variables expected to influence future biodiversity distributions. These limitations might undermine biodiversity impact assessments, by failing to integrate them within the context of the most up-to-date climate change projections, raising the uncertainty in estimates and misinterpreting the exposure of biodiversity to extreme conditions. Here, we provide a significant update of Bio-ORACLE, extending biologically relevant data layers from present-day conditions to the end of the 21st century Shared Socioeconomic Pathway scenarios based on a multi-model ensemble with data from CMIP6. Alongside, we provide R and Python packages for seamless integration in modelling workflows. The data layers aim to enhance the understanding of the potential impacts of climate change on biodiversity and to support well-informed research, conservation and management. Main Types of Variable Contained: Surface and benthic layers for, chlorophyll-a, diffuse attenuation coefficient, dissolved iron, dissolved oxygen, nitrate, ocean temperature, pH, phosphate, photosynthetic active radiation, total phytoplankton, total cloud fraction, salinity, silicate, sea-water direction, sea-water velocity, topographic slope, topographic aspect, terrain ruggedness index, topographic position index and bathymetry, and surface layers for air temperature, mixed layer depth, sea-ice cover and sea-ice thickness. Spatial Location and Grain: Global at 0.05 degrees resolution. Time Period and GrainDecadal from present-day to the end of the 21st century (2000-2100). Major Taxa and Level of Measurement: Marine biodiversity associated with surface and epibenthic habitats. Software Format: A package of functions developed for Python and R software.pt_PT
dc.description.sponsorshipGOH3817N; I001621N; I001621N; HORIZON-CL6-2021-BIODIV-01-12pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.1111/geb.13813pt_PT
dc.identifier.issn1466-822X
dc.identifier.urihttp://hdl.handle.net/10400.1/20532
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherWileypt_PT
dc.relationAlgarve Centre for Marine Sciences
dc.relationAlgarve Centre for Marine Sciences
dc.relationClimate-informed prioritization of marine biodiversity hotspots to support the implementation of the post-2020 biodiversity framework
dc.relationPotential consequences of future climate changes for marine forest gene pools
dc.subjectBio-ORACLEpt_PT
dc.subjectClimate change projectionspt_PT
dc.subjectEnvironmental datapt_PT
dc.subjectMacroecologypt_PT
dc.subjectShared socio-economic pathway (SSP) scenariospt_PT
dc.subjectSpecies distribution modellingpt_PT
dc.titleBio‐ORACLE v3.0. pushing marine data layers to the CMIP6 earth system models of climate change researchpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleAlgarve Centre for Marine Sciences
oaire.awardTitleAlgarve Centre for Marine Sciences
oaire.awardTitleClimate-informed prioritization of marine biodiversity hotspots to support the implementation of the post-2020 biodiversity framework
oaire.awardTitlePotential consequences of future climate changes for marine forest gene pools
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F04326%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F04326%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/CEEC IND5ed/2022.00861.CEECIND%2FCP1729%2FCT0003/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/OE/SFRH%2FBD%2F144878%2F2019/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/Concurso Transnacional Conjunto de 2020 da ERA-NET Cofund BiodivRestore “Conservation and restoration of degraded ecosystems and their biodiversity, including a focus on aquatic systems”/DivRestore%2F0013%2F2020/PT
oaire.citation.issue4pt_PT
oaire.citation.titleGlobal Ecology and Biogeographypt_PT
oaire.citation.volume33pt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamCEEC IND5ed
oaire.fundingStreamOE
oaire.fundingStreamConcurso Transnacional Conjunto de 2020 da ERA-NET Cofund BiodivRestore “Conservation and restoration of degraded ecosystems and their biodiversity, including a focus on aquatic systems”
person.familyNameAssis
person.familyNameGouvêa
person.familyNameFragkopoulou
person.familyNameSerrao
person.givenNameJorge
person.givenNameLidiane
person.givenNameEliza
person.givenNameEster A.
person.identifierC-6686-2012
person.identifier.ciencia-id5C1D-05B6-29F7
person.identifier.ciencia-idB511-30C7-FD3D
person.identifier.ciencia-id5B1F-9922-2CB5
person.identifier.ciencia-id5B13-B26E-B1EC
person.identifier.orcid0000-0002-6624-4820
person.identifier.orcid0000-0001-7010-5500
person.identifier.orcid0000-0002-0557-3954
person.identifier.orcid0000-0003-1316-658X
person.identifier.ridG-9688-2012
person.identifier.scopus-author-id53463298700
person.identifier.scopus-author-id55500349800
person.identifier.scopus-author-id7004093604
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsembargoedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublicationc794f76b-9001-4ac1-913a-bb0f3aab6ef5
relation.isAuthorOfPublication279c2ea1-6531-487f-95ca-5bb53e12369f
relation.isAuthorOfPublication94fc5645-6244-4d4d-ac26-8d452525bded
relation.isAuthorOfPublication45ccfe90-155c-4d6f-9e86-8f0fd064005f
relation.isAuthorOfPublication.latestForDiscovery45ccfe90-155c-4d6f-9e86-8f0fd064005f
relation.isProjectOfPublicationfafa76a6-2cd2-4a6d-a3c9-772f34d3b91f
relation.isProjectOfPublication15f91d45-e070-47d8-b6b8-efd4de31d9a8
relation.isProjectOfPublication18d65279-e671-4abc-a579-dc4f4c2bc073
relation.isProjectOfPublicationd6b35133-ded9-46e3-9545-a281a5fe54c2
relation.isProjectOfPublicationc422c7df-bd62-42d4-931b-c0c1dc6ea9bd
relation.isProjectOfPublication.latestForDiscoveryfafa76a6-2cd2-4a6d-a3c9-772f34d3b91f

Files

Original bundle
Now showing 1 - 2 of 2
No Thumbnail Available
Name:
Global Ecology and Biogeography - 2024 - Assis - Bio‐ORACLE v3 0 Pushing marine data layers to the CMIP6 Earth System.pdf
Size:
473.43 KB
Format:
Adobe Portable Document Format
Download
Thumbnail Image
Name:
396412.pdf
Size:
1.2 MB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
3.46 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

CCM2-Artigos (em revistas ou actas indexadas)