Oceanic drivers of sei whale distribution in the North Atlantic

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 co...

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Published in:NAMMCO Scientific Publications
Main Authors: Houghton, Lucy, Ramirez-Martinez, Nadya, Mikkelsen, Bjarni, Víkingsson, Gísli, Gunnlaugsson, Thorvaldur, Øien, Nils, Hammond, Philip
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://risweb.st-andrews.ac.uk/portal/en/researchoutput/oceanic-drivers-of-sei-whale-distribution-in-the-north-atlantic(99a5206d-3f9c-4145-86a0-f1fbc71166e5).html
https://doi.org/10.7557/3.5211
https://research-repository.st-andrews.ac.uk/bitstream/10023/19951/1/Houghton_2020_NAMMCOSP_Oceanicdrivers_CC.pdf
id ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/99a5206d-3f9c-4145-86a0-f1fbc71166e5
record_format openpolar
spelling ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/99a5206d-3f9c-4145-86a0-f1fbc71166e5 2023-05-15T15:36:16+02:00 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 2020-05-06 application/pdf https://risweb.st-andrews.ac.uk/portal/en/researchoutput/oceanic-drivers-of-sei-whale-distribution-in-the-north-atlantic(99a5206d-3f9c-4145-86a0-f1fbc71166e5).html https://doi.org/10.7557/3.5211 https://research-repository.st-andrews.ac.uk/bitstream/10023/19951/1/Houghton_2020_NAMMCOSP_Oceanicdrivers_CC.pdf eng eng info:eu-repo/semantics/openAccess 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 Distribution Habitat Cetacean surveys Sei whale North Atlantic Generalized additive models Predictive maps article 2020 ftunstandrewcris https://doi.org/10.7557/3.5211 2021-12-26T14:36:37Z 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 Charles-Gibbs Fracture Zone; a pattern driven by large negative SSH, deep water (>1500m) and polar-temperate SST (5-12 o C). There was some inter-annual ... Article in Journal/Newspaper Balaenoptera borealis North Atlantic Sei Whale University of St Andrews: Research Portal Irminger Sea ENVELOPE(-34.041,-34.041,63.054,63.054) NAMMCO Scientific Publications 11
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Distribution
Habitat
Cetacean surveys
Sei whale
North Atlantic
Generalized additive models
Predictive maps
spellingShingle Distribution
Habitat
Cetacean surveys
Sei whale
North Atlantic
Generalized additive models
Predictive maps
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
description 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 Charles-Gibbs Fracture Zone; a pattern driven by large negative SSH, deep water (>1500m) and polar-temperate SST (5-12 o C). There was some inter-annual ...
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://risweb.st-andrews.ac.uk/portal/en/researchoutput/oceanic-drivers-of-sei-whale-distribution-in-the-north-atlantic(99a5206d-3f9c-4145-86a0-f1fbc71166e5).html
https://doi.org/10.7557/3.5211
https://research-repository.st-andrews.ac.uk/bitstream/10023/19951/1/Houghton_2020_NAMMCOSP_Oceanicdrivers_CC.pdf
long_lat ENVELOPE(-34.041,-34.041,63.054,63.054)
geographic Irminger Sea
geographic_facet Irminger Sea
genre Balaenoptera borealis
North Atlantic
Sei Whale
genre_facet Balaenoptera borealis
North Atlantic
Sei Whale
op_source 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
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.7557/3.5211
container_title NAMMCO Scientific Publications
container_volume 11
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