Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic
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 chang...
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Language: | English |
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PANGAEA
2020
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Online Access: | https://doi.pangaea.de/10.1594/PANGAEA.911117 https://doi.org/10.1594/PANGAEA.911117 |
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.911117 |
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record_format |
openpolar |
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Open Polar |
collection |
PANGAEA - Data Publisher for Earth & Environmental Science |
op_collection_id |
ftpangaea |
language |
English |
topic |
ATLAS A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe climate change Deep-sea environmental conditions File format File name File size habitat suitability modelling North_Atlantic_region RCP8.5 Uniform resource locator/link to file |
spellingShingle |
ATLAS A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe climate change Deep-sea environmental conditions File format File name File size habitat suitability modelling North_Atlantic_region RCP8.5 Uniform resource locator/link to file Wei, Chih-Lin González-Irusta, José Manuel Domínguez-Carrió, Carlos Morato, Telmo Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
topic_facet |
ATLAS A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe climate change Deep-sea environmental conditions File format File name File size habitat suitability modelling North_Atlantic_region RCP8.5 Uniform resource locator/link to file |
description |
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). This dataset contains a set of terrain (static in time) and environmental (dynamic in time) variables were used as candidate predictors of present-day (1951-2000) distribution and to forecast future (2081-2100) changes. All predictor variables were projected with the Albers equal-area conical projection centred in the middle of the study area. The terrain variable depth was extracted from a bathymetry grid built from two data sources: the EMODnet Digital Terrain Model (EMODnet, 2018) and the General Bathymetric Chart of the Oceans (GEBCO 2014; Weatherall et al., 2015). Slope (in degrees) was derived from the final bathymetry grid using the Raster package in R (Hijmans, 2016) and the Bathymetric Position Index (BPI) was computed using the Benthic Terrain Model 3.0 tool in ArcGIS 10.1 with an inner radius of 3 and an outer radius of 25 grid cells. In order to avoid extreme values, BPI was standardized using the scale function from the Raster package. Environmental variables of present-day and future conditions, including particulate organic carbon (POC) flux at 100-m depth (epc100, mg C m-2 d-1), bottom water dissolved oxygen concentration (µmol kg-1), pH, and potential temperature (°K) were downloaded from the Earth System Grid Federation (ESGF) Peer-to-Peer (P2P) enterprise system. The epc100 was converted to export POC flux at the seafloor using the Martin curve (Martin, Knauer, Karl, & Broenkow, 1987) following the equation: epc = epc100*(water depth/export depth)-0.858, and setting the export depth to 100 m. Near seafloor aragonite (Ωar) and calcite (Ωcal) ... |
format |
Dataset |
author |
Wei, Chih-Lin González-Irusta, José Manuel Domínguez-Carrió, Carlos Morato, Telmo |
author_facet |
Wei, Chih-Lin González-Irusta, José Manuel Domínguez-Carrió, Carlos Morato, Telmo |
author_sort |
Wei, Chih-Lin |
title |
Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
title_short |
Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
title_full |
Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
title_fullStr |
Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
title_full_unstemmed |
Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic |
title_sort |
set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the north atlantic |
publisher |
PANGAEA |
publishDate |
2020 |
url |
https://doi.pangaea.de/10.1594/PANGAEA.911117 https://doi.org/10.1594/PANGAEA.911117 |
op_coverage |
MEDIAN LATITUDE: 45.000000 * MEDIAN LONGITUDE: -25.000000 * SOUTH-BOUND LATITUDE: 20.000000 * WEST-BOUND LONGITUDE: -90.000000 * NORTH-BOUND LATITUDE: 70.000000 * EAST-BOUND LONGITUDE: 40.000000 |
long_lat |
ENVELOPE(-90.000000,40.000000,70.000000,20.000000) |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_relation |
Morato, Telmo; González-Irusta, José Manuel; Domínguez-Carrió, Carlos; Wei, Chih-Lin; Davies, Andrew; Sweetman, Andrew K; Taranto, Gerald; Beazley, Lindsay; García-Alegre, A; Grehan, Anthony J; Laffargue, P; Murillo, Francisco Javier; 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, David; 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, Jesús; Roberts, J Murray; Ross, Steve W; Rueda, José Luis; Sampaio, Íris; Snelgrove, Paul V R; Stirling, David; Treble, M A; Urra, Javier; Vad, Johanne; van Oevelen, Dick; Watling, L; Walkusz, Wojciech; Wienberg, Claudia; Woillez, M; Levin, Lisa A; Carreiro-Silva, Marina (2020): Climate-induced changes in the suitable habitat of cold-water corals and commercially important deep-sea fishes in the North Atlantic. Global Change Biology, https://doi.org/10.1111/gcb.14996 https://doi.pangaea.de/10.1594/PANGAEA.911117 https://doi.org/10.1594/PANGAEA.911117 |
op_rights |
CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess |
op_rightsnorm |
CC-BY |
op_doi |
https://doi.org/10.1594/PANGAEA.911117 https://doi.org/10.1111/gcb.14996 |
_version_ |
1766131760056238080 |
spelling |
ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.911117 2023-05-15T17:33:17+02:00 Set of terrain (static in time) and environmental (dynamic in time) variables used as candidate predictors of present-day (1951-2000) and future (2081-2100) suitable habitat of cold-water corals and deep-sea fishes in the North Atlantic Wei, Chih-Lin González-Irusta, José Manuel Domínguez-Carrió, Carlos Morato, Telmo MEDIAN LATITUDE: 45.000000 * MEDIAN LONGITUDE: -25.000000 * SOUTH-BOUND LATITUDE: 20.000000 * WEST-BOUND LONGITUDE: -90.000000 * NORTH-BOUND LATITUDE: 70.000000 * EAST-BOUND LONGITUDE: 40.000000 2020-01-22 text/tab-separated-values, 48 data points https://doi.pangaea.de/10.1594/PANGAEA.911117 https://doi.org/10.1594/PANGAEA.911117 en eng PANGAEA Morato, Telmo; González-Irusta, José Manuel; Domínguez-Carrió, Carlos; Wei, Chih-Lin; Davies, Andrew; Sweetman, Andrew K; Taranto, Gerald; Beazley, Lindsay; García-Alegre, A; Grehan, Anthony J; Laffargue, P; Murillo, Francisco Javier; 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, David; 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, Jesús; Roberts, J Murray; Ross, Steve W; Rueda, José Luis; Sampaio, Íris; Snelgrove, Paul V R; Stirling, David; Treble, M A; Urra, Javier; Vad, Johanne; van Oevelen, Dick; Watling, L; Walkusz, Wojciech; Wienberg, Claudia; Woillez, M; Levin, Lisa A; Carreiro-Silva, Marina (2020): Climate-induced changes in the suitable habitat of cold-water corals and commercially important deep-sea fishes in the North Atlantic. Global Change Biology, https://doi.org/10.1111/gcb.14996 https://doi.pangaea.de/10.1594/PANGAEA.911117 https://doi.org/10.1594/PANGAEA.911117 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess CC-BY ATLAS A Trans-Atlantic assessment and deep-water ecosystem-based spatial management plan for Europe climate change Deep-sea environmental conditions File format File name File size habitat suitability modelling North_Atlantic_region RCP8.5 Uniform resource locator/link to file Dataset 2020 ftpangaea https://doi.org/10.1594/PANGAEA.911117 https://doi.org/10.1111/gcb.14996 2023-01-20T09:13:05Z 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). This dataset contains a set of terrain (static in time) and environmental (dynamic in time) variables were used as candidate predictors of present-day (1951-2000) distribution and to forecast future (2081-2100) changes. All predictor variables were projected with the Albers equal-area conical projection centred in the middle of the study area. The terrain variable depth was extracted from a bathymetry grid built from two data sources: the EMODnet Digital Terrain Model (EMODnet, 2018) and the General Bathymetric Chart of the Oceans (GEBCO 2014; Weatherall et al., 2015). Slope (in degrees) was derived from the final bathymetry grid using the Raster package in R (Hijmans, 2016) and the Bathymetric Position Index (BPI) was computed using the Benthic Terrain Model 3.0 tool in ArcGIS 10.1 with an inner radius of 3 and an outer radius of 25 grid cells. In order to avoid extreme values, BPI was standardized using the scale function from the Raster package. Environmental variables of present-day and future conditions, including particulate organic carbon (POC) flux at 100-m depth (epc100, mg C m-2 d-1), bottom water dissolved oxygen concentration (µmol kg-1), pH, and potential temperature (°K) were downloaded from the Earth System Grid Federation (ESGF) Peer-to-Peer (P2P) enterprise system. The epc100 was converted to export POC flux at the seafloor using the Martin curve (Martin, Knauer, Karl, & Broenkow, 1987) following the equation: epc = epc100*(water depth/export depth)-0.858, and setting the export depth to 100 m. Near seafloor aragonite (Ωar) and calcite (Ωcal) ... Dataset North Atlantic PANGAEA - Data Publisher for Earth & Environmental Science ENVELOPE(-90.000000,40.000000,70.000000,20.000000) |