Climate-induced changes in the suitable habitat of cold-water corals and commercially important deep-sea fishes in the North Atlantic
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| Format: | Dataset Open Access |
| Language: | en |
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PANGAEA
2019
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| author | Morato, Telmo González-Irusta, José Manuel Domínguez-Carrió, Carlos Wei, C Davies, A Sweetman, Andrew K Taranto, A H Beazley, Lindsay García-Alegre, A Grehan, Anthony J Laffargue, P Javier Murillo, F Sacau, M Vaz, S Kenchington, Ellen L Arnaud-Haond, Sophie Callery, Oisín Chimienti, G Cordes, E Egilsdottir, Hronn Freiwald, André Gasbarro, R Gutierrez-Zárate, C Gianni, M Gilkinson, Kent Wareham Hayes, V E Hebbeln, Dierk Hedges, K Henry, Lea Anne Johnson, Devin S Koen-Alonso, M Lirette, C Mastrototaro, F Menot, Lenaick Molodtsova, Tina Durán Muñoz, P Orejas, Covadonga Pennino, Maria Grazia Puerta, P Ragnarsson, Stefan Aki Ramiro-Sánchez, Berta Rice, J Rivera, Jaime Roberts, J Murray Ross, Steve W Rueda, José Luis Sampaio, Íris Snelgrove, Paul V R Stirling, David Treble, Margaret A Urra, Javier Vad, Johanne van Oevelen, Dick Watling, L Walkusz, Wojciech Wienberg, Claudia Woillez, M Levin, L A Carreiro-Silva, Marina |
| author_facet | Morato, Telmo González-Irusta, José Manuel Domínguez-Carrió, Carlos Wei, C Davies, A Sweetman, Andrew K Taranto, A H Beazley, Lindsay García-Alegre, A Grehan, Anthony J Laffargue, P Javier Murillo, F Sacau, M Vaz, S Kenchington, Ellen L Arnaud-Haond, Sophie Callery, Oisín Chimienti, G Cordes, E Egilsdottir, Hronn Freiwald, André Gasbarro, R Gutierrez-Zárate, C Gianni, M Gilkinson, Kent Wareham Hayes, V E Hebbeln, Dierk Hedges, K Henry, Lea Anne Johnson, Devin S Koen-Alonso, M Lirette, C Mastrototaro, F Menot, Lenaick Molodtsova, Tina Durán Muñoz, P Orejas, Covadonga Pennino, Maria Grazia Puerta, P Ragnarsson, Stefan Aki Ramiro-Sánchez, Berta Rice, J Rivera, Jaime Roberts, J Murray Ross, Steve W Rueda, José Luis Sampaio, Íris Snelgrove, Paul V R Stirling, David Treble, Margaret A Urra, Javier Vad, Johanne van Oevelen, Dick Watling, L Walkusz, Wojciech Wienberg, Claudia Woillez, M Levin, L A Carreiro-Silva, Marina |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | We used environmental niche modelling along with the best available species occurrence data and environmental parameters to model habitat suitability for key cold-water coral and commercially important deep-sea fish species under present-day (1951-2000) environmental conditions and to forecast changes under severe, high emissions future (2081-2100) climate projections (RCP8.5 scenario) for the North Atlantic Ocean (from 18°N to 76°N and 36°E to 98°W). The VME indicator taxa included Lophelia pertusa , Madrepora oculata, Desmophyllum dianthus, Acanela arbuscula, Acanthogorgia armata, and Paragorgia arborea. The six deep-sea fish species selected were: Coryphaenoides rupestris, Gadus morhua, blackbelly Helicolenus dactylopterus, Hippoglossoides platessoides, Reinhardtius hippoglossoides, and Sebastes mentella. We used an ensemble modelling approach employing three widely-used modelling methods: the Maxent maximum entropy model, Generalized Additive Models, and Random Forest. This dataset contains: 1) Predicted habitat suitability index under present-day (1951-2000) and future (2081-2100; RCP8.5) environmental conditions for twelve deep-sea species in the North Atlantic Ocean, using an ensemble modelling approach. 2) Climate-induced changes in the suitable habitat of twelve deep-sea species in the North Atlantic Ocean, as determined by binary maps built with an ensemble modelling approach and the 10-percentile training presence logistic (10th percentile) threshold. 3) Forecasted present-day suitable habitat loss (value=-1), gain (value=1), and acting as climate refugia (value=2) areas under future (2081-2100; RCP8.5) environmental conditions for twelve deep-sea species in the North Atlantic Ocean. Areas were identified from binary maps built with an ensemble modelling approach and two thresholds: 10-percentile training presence logistic threshold (10th percentile) and maximum sensitivity and specificity (MSS). Refugia areas are those areas predicted as suitable both under present-day and future conditions. All predictions were projected with the Albers equal-area conical projection centred in the middle of the study area. The grid cell resolution is of 3x3 km. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_910319 |
| institution | PANGAEA |
| language | en |
| publishDate | 2019 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Climate-induced changes in the suitable habitat of cold-water corals and commercially important deep-sea fishes in the North Atlantic Morato, Telmo González-Irusta, José Manuel Domínguez-Carrió, Carlos Wei, C Davies, A Sweetman, Andrew K Taranto, A H Beazley, Lindsay García-Alegre, A Grehan, Anthony J Laffargue, P Javier Murillo, F Sacau, M Vaz, S Kenchington, Ellen L Arnaud-Haond, Sophie Callery, Oisín Chimienti, G Cordes, E Egilsdottir, Hronn Freiwald, André Gasbarro, R Gutierrez-Zárate, C Gianni, M Gilkinson, Kent Wareham Hayes, V E Hebbeln, Dierk Hedges, K Henry, Lea Anne Johnson, Devin S Koen-Alonso, M Lirette, C Mastrototaro, F Menot, Lenaick Molodtsova, Tina Durán Muñoz, P Orejas, Covadonga Pennino, Maria Grazia Puerta, P Ragnarsson, Stefan Aki Ramiro-Sánchez, Berta Rice, J Rivera, Jaime Roberts, J Murray Ross, Steve W Rueda, José Luis Sampaio, Íris Snelgrove, Paul V R Stirling, David Treble, Margaret A Urra, Javier Vad, Johanne van Oevelen, Dick Watling, L Walkusz, Wojciech Wienberg, Claudia Woillez, M Levin, L A Carreiro-Silva, Marina ATLAS; A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe; Climate change; cold-water corals; Deep-sea; File format; File name; File size; fisheries; fishes; habitat suitability modelling; octocorals; scleractinians; species distribution models; Uniform resource locator/link to file; vulnerable marine ecosystems We used environmental niche modelling along with the best available species occurrence data and environmental parameters to model habitat suitability for key cold-water coral and commercially important deep-sea fish species under present-day (1951-2000) environmental conditions and to forecast changes under severe, high emissions future (2081-2100) climate projections (RCP8.5 scenario) for the North Atlantic Ocean (from 18°N to 76°N and 36°E to 98°W). The VME indicator taxa included Lophelia pertusa , Madrepora oculata, Desmophyllum dianthus, Acanela arbuscula, Acanthogorgia armata, and Paragorgia arborea. The six deep-sea fish species selected were: Coryphaenoides rupestris, Gadus morhua, blackbelly Helicolenus dactylopterus, Hippoglossoides platessoides, Reinhardtius hippoglossoides, and Sebastes mentella. We used an ensemble modelling approach employing three widely-used modelling methods: the Maxent maximum entropy model, Generalized Additive Models, and Random Forest. This dataset contains: 1) Predicted habitat suitability index under present-day (1951-2000) and future (2081-2100; RCP8.5) environmental conditions for twelve deep-sea species in the North Atlantic Ocean, using an ensemble modelling approach. 2) Climate-induced changes in the suitable habitat of twelve deep-sea species in the North Atlantic Ocean, as determined by binary maps built with an ensemble modelling approach and the 10-percentile training presence logistic (10th percentile) threshold. 3) Forecasted present-day suitable habitat loss (value=-1), gain (value=1), and acting as climate refugia (value=2) areas under future (2081-2100; RCP8.5) environmental conditions for twelve deep-sea species in the North Atlantic Ocean. Areas were identified from binary maps built with an ensemble modelling approach and two thresholds: 10-percentile training presence logistic threshold (10th percentile) and maximum sensitivity and specificity (MSS). Refugia areas are those areas predicted as suitable both under present-day and future conditions. All predictions were projected with the Albers equal-area conical projection centred in the middle of the study area. The grid cell resolution is of 3x3 km. |
| title | Climate-induced changes in the suitable habitat of cold-water corals and commercially important deep-sea fishes in the North Atlantic |
| topic | ATLAS; A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe; Climate change; cold-water corals; Deep-sea; File format; File name; File size; fisheries; fishes; habitat suitability modelling; octocorals; scleractinians; species distribution models; Uniform resource locator/link to file; vulnerable marine ecosystems |
| url | https://doi.org/10.1594/PANGAEA.910319 |