biology_8522_mod_habitats_comm_fish_2090_f23a_5ced eng UTF8 dataset service Frederic Leclercq VLIZ +32 059 34 21 30 7 Wandelaarkaai. Oostende WVL 8400 BE frederic.leclercq@vliz.be pointOfContact 2026-04-01 ISO 19115-2 Geographic Information - Metadata Part 2 Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) 5 column 79 0.333333352188803 row 63 0.3333333521888029 temporal 6 3.6922176E8 unknown 49 933.8125 unknown 3 1.0 area Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060 2024-06-05 creation erddap.emodnet.eu biology_8522_mod_habitats_comm_fish_2090_f23a_5ced Elena Couce and Bryony Townhill CEFAS bryony.townhill@cefas.gov.uk https://www.cefas.co.uk/ information web browser Background Information Background information from the source information originator 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. This work was funded under Defra project MF1114: Identify long- term distribution shifts based on anticipated future climatic changes. Thanks to Francisco Velasco at the Spanish Institute of Oceanography who shared additional Spanish groundfish survey data. Jonathan Tinker was supported by the Met Office Hadley Centre Climate Programme funded by BEIS and Defra. Production of the RCP climate projections was supported by the Climate Change and European Aquatic Resources (CERES) project, which has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement no 678193. Elena Couce and Bryony Townhill CEFAS bryony.townhill@cefas.gov.uk https://www.cefas.co.uk/ information web browser Background Information Background information from the source information pointOfContact aphiaid around biological cefas change climate commercial data emmision entity europe fish habitat modelled north north-western occurrence probability projections scenario under western theme Defra project MF1114: Identify long- term distribution shifts based on anticipated future climatic changes project time latitude longitude theme CF Standard Name Table v70 Open Government License <http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/> Defra project MF1114: Identify long- term distribution shifts based on anticipated future climatic changes largerWorkCitation project Unidata Common Data Model Grid largerWorkCitation project eng geoscientificInformation 1 -16.99999 9.0000105 44.000015 64.66668 seconds 2006-07-03T00:00:00Z 2065-01-01T00:00:00Z Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060 2024-06-05 creation Elena Couce and Bryony Townhill CEFAS bryony.townhill@cefas.gov.uk https://www.cefas.co.uk/ information web browser Background Information Background information from the source information originator 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. ERDDAP griddap 1 -16.99999 9.0000105 44.000015 64.66668 seconds 2006-07-03T00:00:00Z 2065-01-01T00:00:00Z tight ERDDAPgriddapDatasetQueryAndAccess https://erddap.emodnet.eu/erddap/griddap/biology_8522_mod_habitats_comm_fish_2090_f23a_5ced ERDDAP:griddap ERDDAP-griddap ERDDAP's griddap service (a flavor of OPeNDAP) for gridded data. Add different extensions (e.g., .html, .graph, .das, .dds) to the base URL for different purposes. download Modelled projections of habitat for commercial fish around North-western Europe under climate change, 2020 to 2060 2024-06-05 creation Elena Couce and Bryony Townhill CEFAS bryony.townhill@cefas.gov.uk https://www.cefas.co.uk/ information web browser Background Information Background information from the source information originator 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. OPeNDAP 1 -16.99999 9.0000105 44.000015 64.66668 seconds 2006-07-03T00:00:00Z 2065-01-01T00:00:00Z tight OPeNDAPDatasetQueryAndAccess https://erddap.emodnet.eu/erddap/griddap/biology_8522_mod_habitats_comm_fish_2090_f23a_5ced OPeNDAP:OPeNDAP OPeNDAP An OPeNDAP service for gridded data. Add different extensions (e.g., .html, .das, .dds) to the base URL for different purposes. download physicalMeasurement probability_of_occurrence double Probability of occurrence of biological entity Frederic Leclercq VLIZ +32 059 34 21 30 7 Wandelaarkaai. Oostende WVL 8400 BE frederic.leclercq@vliz.be distributor OPeNDAP DAP/2.0 https://erddap.emodnet.eu/erddap/griddap/biology_8522_mod_habitats_comm_fish_2090_f23a_5ced.html order Data Subset Form ERDDAP's version of the OPeNDAP .html web page for this dataset. Specify a subset of the dataset and download the data via OPeNDAP or in many different file types. download https://erddap.emodnet.eu/erddap/griddap/biology_8522_mod_habitats_comm_fish_2090_f23a_5ced.graph order Make-A-Graph Form ERDDAP's Make-A-Graph .html web page for this dataset. Create an image with a map or graph of a subset of the data. mapDigital dataset Wed Jun 5 15:31:24 2024: ncatted -a units,emmision_scenario,c,c,level eurobis_693_try0_with_time_dim.nc Wed Jun 5 15:31:18 2024: ncatted -a units,aphiaid,c,c,level eurobis_693_try0_with_time_dim.nc https://doi.org/10.14466/CefasDataHub.138 This record was created from dataset metadata by ERDDAP Version 2.18