Modelling sperm whale habitat preference: a novel approach combining transect and follow data

Sperm whale Physeter macrocephalus habitat preferences are still poorly understood in the Mediterranean, despite the population being classified as ‘Endangered’ by the IUCN. Techniques to make the best use of multiple data sources are important in improving this situation. This work provides a detai...

Full description

Bibliographic Details
Published in:Marine Ecology Progress Series
Main Authors: Pirotta, E., Matthiopoulos, J., MacKenzie, M., Scott-Hayward, L., Rendell, L.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2011
Subjects:
Online Access:https://eprints.gla.ac.uk/78383/
id ftuglasgow:oai:eprints.gla.ac.uk:78383
record_format openpolar
spelling ftuglasgow:oai:eprints.gla.ac.uk:78383 2023-05-15T17:59:25+02:00 Modelling sperm whale habitat preference: a novel approach combining transect and follow data Pirotta, E. Matthiopoulos, J. MacKenzie, M. Scott-Hayward, L. Rendell, L. 2011-08 https://eprints.gla.ac.uk/78383/ unknown Pirotta, E., Matthiopoulos, J. <http://eprints.gla.ac.uk/view/author/29488.html> , MacKenzie, M., Scott-Hayward, L. and Rendell, L. (2011) Modelling sperm whale habitat preference: a novel approach combining transect and follow data. Marine Ecology Progress Series <https://eprints.gla.ac.uk/view/journal_volume/Marine_Ecology_Progress_Series.html>, 436, pp. 257-272. (doi:10.3354/meps09236 <https://doi.org/10.3354/meps09236>) Articles PeerReviewed 2011 ftuglasgow https://doi.org/10.3354/meps09236 2022-09-22T22:11:17Z Sperm whale Physeter macrocephalus habitat preferences are still poorly understood in the Mediterranean, despite the population being classified as ‘Endangered’ by the IUCN. Techniques to make the best use of multiple data sources are important in improving this situation. This work provides a detailed evaluation of sperm whale distribution and habitat use around the Balearic Islands using a novel analytical framework that combines transect and follow data while accounting for any autocorrelation present. During dedicated research cruises (2003 to 2008), sperm whales were located by listening at regular intervals along a search track and subsequently followed acoustically. Sperm whales were encountered 56 times and followed for periods ranging from a few hours to 3 d. Logistic Generalized Additive Models were used to model the probability of whale presence across the study area as a function of environmental variables, and Generalized Estimating Equations were used to account for autocorrelation. The results suggest that sperm whales do not use the region uniformly and that topography plays a key role in shaping their distribution. Moreover, solitary individuals were found to use the habitat differently from groups. This segregation appeared to be driven by water temperature and might reflect different needs or intraspecific competition. By shedding light on sperm whale habitat preference in such a critical area, this study represents an important step towards the implementation of conservation measures for this population. Article in Journal/Newspaper Physeter macrocephalus Sperm whale University of Glasgow: Enlighten - Publications Marine Ecology Progress Series 436 257 272
institution Open Polar
collection University of Glasgow: Enlighten - Publications
op_collection_id ftuglasgow
language unknown
description Sperm whale Physeter macrocephalus habitat preferences are still poorly understood in the Mediterranean, despite the population being classified as ‘Endangered’ by the IUCN. Techniques to make the best use of multiple data sources are important in improving this situation. This work provides a detailed evaluation of sperm whale distribution and habitat use around the Balearic Islands using a novel analytical framework that combines transect and follow data while accounting for any autocorrelation present. During dedicated research cruises (2003 to 2008), sperm whales were located by listening at regular intervals along a search track and subsequently followed acoustically. Sperm whales were encountered 56 times and followed for periods ranging from a few hours to 3 d. Logistic Generalized Additive Models were used to model the probability of whale presence across the study area as a function of environmental variables, and Generalized Estimating Equations were used to account for autocorrelation. The results suggest that sperm whales do not use the region uniformly and that topography plays a key role in shaping their distribution. Moreover, solitary individuals were found to use the habitat differently from groups. This segregation appeared to be driven by water temperature and might reflect different needs or intraspecific competition. By shedding light on sperm whale habitat preference in such a critical area, this study represents an important step towards the implementation of conservation measures for this population.
format Article in Journal/Newspaper
author Pirotta, E.
Matthiopoulos, J.
MacKenzie, M.
Scott-Hayward, L.
Rendell, L.
spellingShingle Pirotta, E.
Matthiopoulos, J.
MacKenzie, M.
Scott-Hayward, L.
Rendell, L.
Modelling sperm whale habitat preference: a novel approach combining transect and follow data
author_facet Pirotta, E.
Matthiopoulos, J.
MacKenzie, M.
Scott-Hayward, L.
Rendell, L.
author_sort Pirotta, E.
title Modelling sperm whale habitat preference: a novel approach combining transect and follow data
title_short Modelling sperm whale habitat preference: a novel approach combining transect and follow data
title_full Modelling sperm whale habitat preference: a novel approach combining transect and follow data
title_fullStr Modelling sperm whale habitat preference: a novel approach combining transect and follow data
title_full_unstemmed Modelling sperm whale habitat preference: a novel approach combining transect and follow data
title_sort modelling sperm whale habitat preference: a novel approach combining transect and follow data
publishDate 2011
url https://eprints.gla.ac.uk/78383/
genre Physeter macrocephalus
Sperm whale
genre_facet Physeter macrocephalus
Sperm whale
op_relation Pirotta, E., Matthiopoulos, J. <http://eprints.gla.ac.uk/view/author/29488.html> , MacKenzie, M., Scott-Hayward, L. and Rendell, L. (2011) Modelling sperm whale habitat preference: a novel approach combining transect and follow data. Marine Ecology Progress Series <https://eprints.gla.ac.uk/view/journal_volume/Marine_Ecology_Progress_Series.html>, 436, pp. 257-272. (doi:10.3354/meps09236 <https://doi.org/10.3354/meps09236>)
op_doi https://doi.org/10.3354/meps09236
container_title Marine Ecology Progress Series
container_volume 436
container_start_page 257
op_container_end_page 272
_version_ 1766168233103065088