DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx

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...

Full description

Bibliographic Details
Main Authors: Amanda M. Belanger, Bryanna A. H. Sherbo, James D. Roth, Cortney A. Watt
Format: Dataset
Language:unknown
Published: 2024
Subjects:
Online Access:https://doi.org/10.3389/fmars.2023.1305536.s001
https://figshare.com/articles/dataset/DataSheet_1_Use_of_satellite_imagery_to_estimate_distribution_and_abundance_of_Cumberland_Sound_beluga_whales_reveals_frequent_use_of_a_glacial_river_estuary_docx/24957807
id ftfrontimediafig:oai:figshare.com:article/24957807
record_format openpolar
spelling ftfrontimediafig:oai:figshare.com:article/24957807 2024-09-15T17:58:55+00:00 DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx Amanda M. Belanger Bryanna A. H. Sherbo James D. Roth Cortney A. Watt 2024-01-08T05:45:02Z https://doi.org/10.3389/fmars.2023.1305536.s001 https://figshare.com/articles/dataset/DataSheet_1_Use_of_satellite_imagery_to_estimate_distribution_and_abundance_of_Cumberland_Sound_beluga_whales_reveals_frequent_use_of_a_glacial_river_estuary_docx/24957807 unknown doi:10.3389/fmars.2023.1305536.s001 https://figshare.com/articles/dataset/DataSheet_1_Use_of_satellite_imagery_to_estimate_distribution_and_abundance_of_Cumberland_Sound_beluga_whales_reveals_frequent_use_of_a_glacial_river_estuary_docx/24957807 CC BY 4.0 Oceanography Marine Biology Marine Geoscience Biological Oceanography Chemical Oceanography Physical Oceanography Marine Engineering estuary Kernel density estimate (KDE) critical habitat white whale Clearwater Fiord Delphinapterus leucas WorldView-3 cetacean Dataset 2024 ftfrontimediafig https://doi.org/10.3389/fmars.2023.1305536.s001 2024-08-19T06:19:47Z 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. Dataset Beluga Beluga whale Beluga* Cumberland Sound Delphinapterus leucas White whale Frontiers: Figshare
institution Open Polar
collection Frontiers: Figshare
op_collection_id ftfrontimediafig
language unknown
topic Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
WorldView-3
cetacean
spellingShingle Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
WorldView-3
cetacean
Amanda M. Belanger
Bryanna A. H. Sherbo
James D. Roth
Cortney A. Watt
DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
topic_facet Oceanography
Marine Biology
Marine Geoscience
Biological Oceanography
Chemical Oceanography
Physical Oceanography
Marine Engineering
estuary
Kernel density estimate (KDE)
critical habitat
white whale
Clearwater Fiord
Delphinapterus leucas
WorldView-3
cetacean
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 Dataset
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 DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
title_short DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
title_full DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
title_fullStr DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
title_full_unstemmed DataSheet_1_Use of satellite imagery to estimate distribution and abundance of Cumberland Sound beluga whales reveals frequent use of a glacial river estuary.docx
title_sort datasheet_1_use of satellite imagery to estimate distribution and abundance of cumberland sound beluga whales reveals frequent use of a glacial river estuary.docx
publishDate 2024
url https://doi.org/10.3389/fmars.2023.1305536.s001
https://figshare.com/articles/dataset/DataSheet_1_Use_of_satellite_imagery_to_estimate_distribution_and_abundance_of_Cumberland_Sound_beluga_whales_reveals_frequent_use_of_a_glacial_river_estuary_docx/24957807
genre Beluga
Beluga whale
Beluga*
Cumberland Sound
Delphinapterus leucas
White whale
genre_facet Beluga
Beluga whale
Beluga*
Cumberland Sound
Delphinapterus leucas
White whale
op_relation doi:10.3389/fmars.2023.1305536.s001
https://figshare.com/articles/dataset/DataSheet_1_Use_of_satellite_imagery_to_estimate_distribution_and_abundance_of_Cumberland_Sound_beluga_whales_reveals_frequent_use_of_a_glacial_river_estuary_docx/24957807
op_rights CC BY 4.0
op_doi https://doi.org/10.3389/fmars.2023.1305536.s001
_version_ 1810435885334790144