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...

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Published in:PLoS ONE
Main Authors: Siders, Zachary A., Westgate, Andrew J., Johnston, David W., Murison, Laurie D., Koopman, Heather N.
Format: Text
Language:English
Published: Public Library of Science 2013
Subjects:
Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988
http://www.ncbi.nlm.nih.gov/pubmed/24324747
https://doi.org/10.1371/journal.pone.0082074
id ftpubmed:oai:pubmedcentral.nih.gov:3852988
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spelling ftpubmed:oai:pubmedcentral.nih.gov:3852988 2023-05-15T15:53:52+02:00 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. 2013-12-04 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988 http://www.ncbi.nlm.nih.gov/pubmed/24324747 https://doi.org/10.1371/journal.pone.0082074 en eng Public Library of Science http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988 http://www.ncbi.nlm.nih.gov/pubmed/24324747 http://dx.doi.org/10.1371/journal.pone.0082074 http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. CC-BY Research Article Text 2013 ftpubmed https://doi.org/10.1371/journal.pone.0082074 2013-12-15T01:39:21Z 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. Text Cetorhinus maximus PubMed Central (PMC) Canada Lower Bay ENVELOPE(-97.817,-97.817,58.821,58.821) Manan ENVELOPE(8.748,8.748,62.793,62.793) PLoS ONE 8 12 e82074
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Research Article
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
topic_facet Research Article
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 Text
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.
title 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_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_sort seasonal variation in the spatial distribution of basking sharks (cetorhinus maximus) in the lower bay of fundy, canada
publisher Public Library of Science
publishDate 2013
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988
http://www.ncbi.nlm.nih.gov/pubmed/24324747
https://doi.org/10.1371/journal.pone.0082074
long_lat ENVELOPE(-97.817,-97.817,58.821,58.821)
ENVELOPE(8.748,8.748,62.793,62.793)
geographic Canada
Lower Bay
Manan
geographic_facet Canada
Lower Bay
Manan
genre Cetorhinus maximus
genre_facet Cetorhinus maximus
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852988
http://www.ncbi.nlm.nih.gov/pubmed/24324747
http://dx.doi.org/10.1371/journal.pone.0082074
op_rights http://creativecommons.org/licenses/by/3.0/
This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
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