Oceanic drivers of sei whale distribution in the North Atlantic
NRM was supported by Colciencias (Departamento Administrativo de Ciencia, Tecnología e Innovación, Colombia), the University of St Andrews, and NAMMCO. This study investigated the oceanic drivers of sei whale (Balaenoptera borealis) distribution in the central and eastern North Atlantic, and explore...
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Online Access: | https://hdl.handle.net/10023/19951 https://doi.org/10.7557/3.5211 |
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ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/19951 2024-04-21T07:57:50+00:00 Oceanic drivers of sei whale distribution in the North Atlantic Houghton, Lucy Ramirez-Martinez, Nadya Mikkelsen, Bjarni Víkingsson, Gísli Gunnlaugsson, Thorvaldur Øien, Nils Hammond, Philip University of St Andrews. School of Biology University of St Andrews. Sea Mammal Research Unit University of St Andrews. Scottish Oceans Institute University of St Andrews. Centre for Research into Ecological & Environmental Modelling University of St Andrews. Marine Alliance for Science & Technology Scotland 2020-05-15T16:30:03Z 10 850984 application/pdf https://hdl.handle.net/10023/19951 https://doi.org/10.7557/3.5211 eng eng NAMMCO Scientific Publications 267963828 99a5206d-3f9c-4145-86a0-f1fbc71166e5 85099100091 Houghton , L , Ramirez-Martinez , N , Mikkelsen , B , Víkingsson , G , Gunnlaugsson , T , Øien , N & Hammond , P 2020 , ' Oceanic drivers of sei whale distribution in the North Atlantic ' , NAMMCO Scientific Publications , vol. 11 . https://doi.org/10.7557/3.5211 1560-2206 RIS: urn:8FC81AB4EA091E37235EF3A4068129F6 ORCID: /0000-0002-2381-8302/work/74117691 https://hdl.handle.net/10023/19951 doi:10.7557/3.5211 Distribution Habitat Cetacean surveys Sei whale North Atlantic Generalized additive models Predictive maps QH301 Biology DAS SDG 13 - Climate Action QH301 Journal article 2020 ftstandrewserep https://doi.org/10.7557/3.5211 2024-03-27T15:07:39Z NRM was supported by Colciencias (Departamento Administrativo de Ciencia, Tecnología e Innovación, Colombia), the University of St Andrews, and NAMMCO. This study investigated the oceanic drivers of sei whale (Balaenoptera borealis) distribution in the central and eastern North Atlantic, and explored how distribution may have changed over almost three decades. Cetacean sightings data were available from Icelandic, Faroese and Norwegian surveys conducted throughout the central and eastern North Atlantic during summer between 1987 and 2015. Effective strip half width was estimated from the data to take account of variation in detection probability. Spatially-referenced environmental variables used as predictors in generalised additive models of sei whale relative density included: relief-related variables seabed depth, slope and aspect; monthly-varying physical oceanographic variables sea surface temperature (SST), mixed layer depth, bottom temperature, salinity, and sea surface height anomaly (SSH); and monthly-varying biological oceanographic variables chlorophyll-a concentration and primary productivity. Preliminary analysis considered which month (March-August) in the dynamic oceanographic variables explained most variability in sei whale density. Models including all variables (“full models”) could only be run for 1998-2015 because data for several variables were missing in earlier years. “Simple models" including only relief-related variables and SST were therefore run for 1987-89, and also for 1998-2015 for comparison. The best-fitting full model for 1998-2015 retained the covariates depth, May SST, May bottom temperature, July salinity, July SSH and July primary productivity. Of these, depth, May SST and July SSH were the strongest predictors of sei whale density. In the simple models for both 1987-89 and 1998-2015, depth (especially), May SST and seabed slope were the strongest predictors of sei whale density. The highest densities of sei whales were predicted in the Irminger Sea and over the ... Article in Journal/Newspaper Balaenoptera borealis North Atlantic Sei Whale University of St Andrews: Digital Research Repository NAMMCO Scientific Publications 11 |
institution |
Open Polar |
collection |
University of St Andrews: Digital Research Repository |
op_collection_id |
ftstandrewserep |
language |
English |
topic |
Distribution Habitat Cetacean surveys Sei whale North Atlantic Generalized additive models Predictive maps QH301 Biology DAS SDG 13 - Climate Action QH301 |
spellingShingle |
Distribution Habitat Cetacean surveys Sei whale North Atlantic Generalized additive models Predictive maps QH301 Biology DAS SDG 13 - Climate Action QH301 Houghton, Lucy Ramirez-Martinez, Nadya Mikkelsen, Bjarni Víkingsson, Gísli Gunnlaugsson, Thorvaldur Øien, Nils Hammond, Philip Oceanic drivers of sei whale distribution in the North Atlantic |
topic_facet |
Distribution Habitat Cetacean surveys Sei whale North Atlantic Generalized additive models Predictive maps QH301 Biology DAS SDG 13 - Climate Action QH301 |
description |
NRM was supported by Colciencias (Departamento Administrativo de Ciencia, Tecnología e Innovación, Colombia), the University of St Andrews, and NAMMCO. This study investigated the oceanic drivers of sei whale (Balaenoptera borealis) distribution in the central and eastern North Atlantic, and explored how distribution may have changed over almost three decades. Cetacean sightings data were available from Icelandic, Faroese and Norwegian surveys conducted throughout the central and eastern North Atlantic during summer between 1987 and 2015. Effective strip half width was estimated from the data to take account of variation in detection probability. Spatially-referenced environmental variables used as predictors in generalised additive models of sei whale relative density included: relief-related variables seabed depth, slope and aspect; monthly-varying physical oceanographic variables sea surface temperature (SST), mixed layer depth, bottom temperature, salinity, and sea surface height anomaly (SSH); and monthly-varying biological oceanographic variables chlorophyll-a concentration and primary productivity. Preliminary analysis considered which month (March-August) in the dynamic oceanographic variables explained most variability in sei whale density. Models including all variables (“full models”) could only be run for 1998-2015 because data for several variables were missing in earlier years. “Simple models" including only relief-related variables and SST were therefore run for 1987-89, and also for 1998-2015 for comparison. The best-fitting full model for 1998-2015 retained the covariates depth, May SST, May bottom temperature, July salinity, July SSH and July primary productivity. Of these, depth, May SST and July SSH were the strongest predictors of sei whale density. In the simple models for both 1987-89 and 1998-2015, depth (especially), May SST and seabed slope were the strongest predictors of sei whale density. The highest densities of sei whales were predicted in the Irminger Sea and over the ... |
author2 |
University of St Andrews. School of Biology University of St Andrews. Sea Mammal Research Unit University of St Andrews. Scottish Oceans Institute University of St Andrews. Centre for Research into Ecological & Environmental Modelling University of St Andrews. Marine Alliance for Science & Technology Scotland |
format |
Article in Journal/Newspaper |
author |
Houghton, Lucy Ramirez-Martinez, Nadya Mikkelsen, Bjarni Víkingsson, Gísli Gunnlaugsson, Thorvaldur Øien, Nils Hammond, Philip |
author_facet |
Houghton, Lucy Ramirez-Martinez, Nadya Mikkelsen, Bjarni Víkingsson, Gísli Gunnlaugsson, Thorvaldur Øien, Nils Hammond, Philip |
author_sort |
Houghton, Lucy |
title |
Oceanic drivers of sei whale distribution in the North Atlantic |
title_short |
Oceanic drivers of sei whale distribution in the North Atlantic |
title_full |
Oceanic drivers of sei whale distribution in the North Atlantic |
title_fullStr |
Oceanic drivers of sei whale distribution in the North Atlantic |
title_full_unstemmed |
Oceanic drivers of sei whale distribution in the North Atlantic |
title_sort |
oceanic drivers of sei whale distribution in the north atlantic |
publishDate |
2020 |
url |
https://hdl.handle.net/10023/19951 https://doi.org/10.7557/3.5211 |
genre |
Balaenoptera borealis North Atlantic Sei Whale |
genre_facet |
Balaenoptera borealis North Atlantic Sei Whale |
op_relation |
NAMMCO Scientific Publications 267963828 99a5206d-3f9c-4145-86a0-f1fbc71166e5 85099100091 Houghton , L , Ramirez-Martinez , N , Mikkelsen , B , Víkingsson , G , Gunnlaugsson , T , Øien , N & Hammond , P 2020 , ' Oceanic drivers of sei whale distribution in the North Atlantic ' , NAMMCO Scientific Publications , vol. 11 . https://doi.org/10.7557/3.5211 1560-2206 RIS: urn:8FC81AB4EA091E37235EF3A4068129F6 ORCID: /0000-0002-2381-8302/work/74117691 https://hdl.handle.net/10023/19951 doi:10.7557/3.5211 |
op_doi |
https://doi.org/10.7557/3.5211 |
container_title |
NAMMCO Scientific Publications |
container_volume |
11 |
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1796939287141285888 |