Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary

Limiting disturbance in critical habitats is an important part of ensuring the well-being and sustainability of populations at risk, such as Cumberland Sound beluga whales (Delphinapterus leucas). Using non-disruptive Very High Resolution (VHR) satellite imagery, an emerging tool in cetacean monitor...

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Published in:Frontiers in Marine Science
Main Authors: Amanda M. Belanger, Bryanna A. H. Sherbo, James D. Roth, Cortney A. Watt
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2024
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2023.1305536
https://doaj.org/article/41d2db8eb59c4b31a898f44de8e7a13a
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spelling ftdoajarticles:oai:doaj.org/article:41d2db8eb59c4b31a898f44de8e7a13a 2024-02-11T10:02:30+01:00 Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary Amanda M. Belanger Bryanna A. H. Sherbo James D. Roth Cortney A. Watt 2024-01-01T00:00:00Z https://doi.org/10.3389/fmars.2023.1305536 https://doaj.org/article/41d2db8eb59c4b31a898f44de8e7a13a EN eng Frontiers Media S.A. https://www.frontiersin.org/articles/10.3389/fmars.2023.1305536/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2023.1305536 https://doaj.org/article/41d2db8eb59c4b31a898f44de8e7a13a Frontiers in Marine Science, Vol 10 (2024) estuary Kernel density estimate (KDE) critical habitat white whale Clearwater Fiord Delphinapterus leucas Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2024 ftdoajarticles https://doi.org/10.3389/fmars.2023.1305536 2024-01-14T01:51:30Z Limiting disturbance in critical habitats is an important part of ensuring the well-being and sustainability of populations at risk, such as Cumberland Sound beluga whales (Delphinapterus leucas). Using non-disruptive Very High Resolution (VHR) satellite imagery, an emerging tool in cetacean monitoring, we aimed to estimate summer abundance and identify critical habitat for Cumberland Sound beluga whales. Specifically we looked in fiords that comprise their summer distribution, such as Clearwater Fiord where there is a large estuary, an important habitat to many beluga populations. Satellite images of the area were collected in 2020 and 2021, at 30 cm resolution, and in 2022 at 50 cm resolution. We evaluated beluga whale distribution using Kernel density, and identified critical habitats as areas consistently part of the beluga whale core distribution across years. Clearwater Fiord abundance estimates were corrected for whales that were too deep to be identified in the images. The estimates were significantly lower in 2021 (197 whales, 95%CI: 180-216) and 2022 (194 whales, 95%CI: 172-218) compared to 2020 (393 whales, 95%CI: 366-422). Other fiords were only imaged in 2021 and 2022, resulting in average corrected abundance estimates for all fiords of 462 (95% CI: 425-502) and 252 (95%CI: 226-280) beluga whales, respectively. Downsampling of 30 cm images to 50 cm resulted in up to 45% fewer whales detected. The only critical habitat identified within the summer distribution was in Clearwater Fiord, in or near the estuary freshwater plume and in a bay to the west of the plume. The identified critical habitats should be areas of consideration in the continued discussion on the protection and sustainability of the Cumberland Sound beluga whale population. Article in Journal/Newspaper Beluga Beluga whale Beluga* Cumberland Sound Delphinapterus leucas White whale Directory of Open Access Journals: DOAJ Articles Clearwater Fiord ENVELOPE(-67.447,-67.447,66.567,66.567) Cumberland Sound ENVELOPE(-66.014,-66.014,65.334,65.334) Frontiers in Marine Science 10
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
spellingShingle estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
Amanda M. Belanger
Bryanna A. H. Sherbo
James D. Roth
Cortney A. Watt
Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
topic_facet estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
description Limiting disturbance in critical habitats is an important part of ensuring the well-being and sustainability of populations at risk, such as Cumberland Sound beluga whales (Delphinapterus leucas). Using non-disruptive Very High Resolution (VHR) satellite imagery, an emerging tool in cetacean monitoring, we aimed to estimate summer abundance and identify critical habitat for Cumberland Sound beluga whales. Specifically we looked in fiords that comprise their summer distribution, such as Clearwater Fiord where there is a large estuary, an important habitat to many beluga populations. Satellite images of the area were collected in 2020 and 2021, at 30 cm resolution, and in 2022 at 50 cm resolution. We evaluated beluga whale distribution using Kernel density, and identified critical habitats as areas consistently part of the beluga whale core distribution across years. Clearwater Fiord abundance estimates were corrected for whales that were too deep to be identified in the images. The estimates were significantly lower in 2021 (197 whales, 95%CI: 180-216) and 2022 (194 whales, 95%CI: 172-218) compared to 2020 (393 whales, 95%CI: 366-422). Other fiords were only imaged in 2021 and 2022, resulting in average corrected abundance estimates for all fiords of 462 (95% CI: 425-502) and 252 (95%CI: 226-280) beluga whales, respectively. Downsampling of 30 cm images to 50 cm resulted in up to 45% fewer whales detected. The only critical habitat identified within the summer distribution was in Clearwater Fiord, in or near the estuary freshwater plume and in a bay to the west of the plume. The identified critical habitats should be areas of consideration in the continued discussion on the protection and sustainability of the Cumberland Sound beluga whale population.
format Article in Journal/Newspaper
author Amanda M. Belanger
Bryanna A. H. Sherbo
James D. Roth
Cortney A. Watt
author_facet Amanda M. Belanger
Bryanna A. H. Sherbo
James D. Roth
Cortney A. Watt
author_sort Amanda M. Belanger
title Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
title_short Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
title_full Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
title_fullStr Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
title_full_unstemmed Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary
title_sort use of satellite imagery to estimate distribution and abundance of cumberland sound beluga whales reveals frequent use of a glacial river estuary
publisher Frontiers Media S.A.
publishDate 2024
url https://doi.org/10.3389/fmars.2023.1305536
https://doaj.org/article/41d2db8eb59c4b31a898f44de8e7a13a
long_lat ENVELOPE(-67.447,-67.447,66.567,66.567)
ENVELOPE(-66.014,-66.014,65.334,65.334)
geographic Clearwater Fiord
Cumberland Sound
geographic_facet Clearwater Fiord
Cumberland Sound
genre Beluga
Beluga whale
Beluga*
Cumberland Sound
Delphinapterus leucas
White whale
genre_facet Beluga
Beluga whale
Beluga*
Cumberland Sound
Delphinapterus leucas
White whale
op_source Frontiers in Marine Science, Vol 10 (2024)
op_relation https://www.frontiersin.org/articles/10.3389/fmars.2023.1305536/full
https://doaj.org/toc/2296-7745
2296-7745
doi:10.3389/fmars.2023.1305536
https://doaj.org/article/41d2db8eb59c4b31a898f44de8e7a13a
op_doi https://doi.org/10.3389/fmars.2023.1305536
container_title Frontiers in Marine Science
container_volume 10
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