Cargando…

Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada

The local distribution of basking sharks in the Bay of Fundy (BoF) is unknown despite frequent occurrences in the area from May to November. Defining this species’ spatial habitat use is critical for accurately assessing its Special Concern conservation status in Atlantic Canada. We developed maximu...

Descripción completa

Detalles Bibliográficos
Autores principales: Siders, Zachary A., Westgate, Andrew J., Johnston, David W., Murison, Laurie D., Koopman, Heather N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988/
https://www.ncbi.nlm.nih.gov/pubmed/24324747
http://dx.doi.org/10.1371/journal.pone.0082074
_version_ 1782478759553662976
author Siders, Zachary A.
Westgate, Andrew J.
Johnston, David W.
Murison, Laurie D.
Koopman, Heather N.
author_facet Siders, Zachary A.
Westgate, Andrew J.
Johnston, David W.
Murison, Laurie D.
Koopman, Heather N.
author_sort Siders, Zachary A.
collection PubMed
description The local distribution of basking sharks in the Bay of Fundy (BoF) is unknown despite frequent occurrences in the area from May to November. Defining this species’ spatial habitat use is critical for accurately assessing its Special Concern conservation status in Atlantic Canada. We developed maximum entropy distribution models for the lower BoF and the northeast Gulf of Maine (GoM) to describe spatiotemporal variation in habitat use of basking sharks. Under the Maxent framework, we assessed model responses and distribution shifts in relation to known migratory behavior and local prey dynamics. We used 10 years (2002-2011) of basking shark surface sightings from July-October acquired during boat-based surveys in relation to chlorophyll-a concentration, sea surface temperature, bathymetric features, and distance to seafloor contours to assess habitat suitability. Maximum entropy estimations were selected based on AICc criterion and used to predict habitat utilizing three model-fitting routines as well as converted to binary suitable/non-suitable habitat using the maximum sensitivity and specificity threshold. All models predicted habitat better than random (AUC values >0.796). From July-September, a majority of habitat was in the BoF, in waters >100 m deep, and in the Grand Manan Basin. In October, a majority of the habitat shifted southward into the GoM and to areas >200 m deep. Model responses suggest that suitable habitat from July - October is dependent on a mix of distance to the 0, 100, 150, and 200 m contours but in some models on sea surface temperature (July) and chlorophyll-a (August and September). Our results reveal temporally dynamic habitat use of basking sharks within the BoF and GoM. The relative importance of predictor variables suggests that prey dynamics constrained the species distribution in the BoF. Also, suitable habitat shifted minimally from July-September providing opportunities to conserve the species during peak abundance in the region.
format Online
Article
Text
id pubmed-3852988
institution National Center for Biotechnology Information
language English
publishDate 2013
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-38529882013-12-09 Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada Siders, Zachary A. Westgate, Andrew J. Johnston, David W. Murison, Laurie D. Koopman, Heather N. PLoS One Research Article The local distribution of basking sharks in the Bay of Fundy (BoF) is unknown despite frequent occurrences in the area from May to November. Defining this species’ spatial habitat use is critical for accurately assessing its Special Concern conservation status in Atlantic Canada. We developed maximum entropy distribution models for the lower BoF and the northeast Gulf of Maine (GoM) to describe spatiotemporal variation in habitat use of basking sharks. Under the Maxent framework, we assessed model responses and distribution shifts in relation to known migratory behavior and local prey dynamics. We used 10 years (2002-2011) of basking shark surface sightings from July-October acquired during boat-based surveys in relation to chlorophyll-a concentration, sea surface temperature, bathymetric features, and distance to seafloor contours to assess habitat suitability. Maximum entropy estimations were selected based on AICc criterion and used to predict habitat utilizing three model-fitting routines as well as converted to binary suitable/non-suitable habitat using the maximum sensitivity and specificity threshold. All models predicted habitat better than random (AUC values >0.796). From July-September, a majority of habitat was in the BoF, in waters >100 m deep, and in the Grand Manan Basin. In October, a majority of the habitat shifted southward into the GoM and to areas >200 m deep. Model responses suggest that suitable habitat from July - October is dependent on a mix of distance to the 0, 100, 150, and 200 m contours but in some models on sea surface temperature (July) and chlorophyll-a (August and September). Our results reveal temporally dynamic habitat use of basking sharks within the BoF and GoM. The relative importance of predictor variables suggests that prey dynamics constrained the species distribution in the BoF. Also, suitable habitat shifted minimally from July-September providing opportunities to conserve the species during peak abundance in the region. Public Library of Science 2013-12-04 /pmc/articles/PMC3852988/ /pubmed/24324747 http://dx.doi.org/10.1371/journal.pone.0082074 Text en © 2013 Siders et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Siders, Zachary A.
Westgate, Andrew J.
Johnston, David W.
Murison, Laurie D.
Koopman, Heather N.
Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title_full Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title_fullStr Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title_full_unstemmed Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title_short Seasonal Variation in the Spatial Distribution of Basking Sharks (Cetorhinus maximus) in the Lower Bay of Fundy, Canada
title_sort seasonal variation in the spatial distribution of basking sharks (cetorhinus maximus) in the lower bay of fundy, canada
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988/
https://www.ncbi.nlm.nih.gov/pubmed/24324747
http://dx.doi.org/10.1371/journal.pone.0082074
work_keys_str_mv AT siderszacharya seasonalvariationinthespatialdistributionofbaskingsharkscetorhinusmaximusinthelowerbayoffundycanada
AT westgateandrewj seasonalvariationinthespatialdistributionofbaskingsharkscetorhinusmaximusinthelowerbayoffundycanada
AT johnstondavidw seasonalvariationinthespatialdistributionofbaskingsharkscetorhinusmaximusinthelowerbayoffundycanada
AT murisonlauried seasonalvariationinthespatialdistributionofbaskingsharkscetorhinusmaximusinthelowerbayoffundycanada
AT koopmanheathern seasonalvariationinthespatialdistributionofbaskingsharkscetorhinusmaximusinthelowerbayoffundycanada