Rebuilding beluga stocks in West Greenland

Decisions about sustainable exploitation levels of marine resources are often based on inadequate data, but are nevertheless required for practical purposes. We describe one exception where abundance estimates spanning 30 years and catch data spanning more than 40 years were used in a Bayesian asses...

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Published in:Animal Conservation
Main Authors: Heide-Jørgensen, M. P., Hansen, R. G., Fossette, S., Nielsen, N. H., Borchers, D. L., Stern, H., Witting, L.
Format: Article in Journal/Newspaper
Language:English
Published: 2017
Subjects:
Online Access:https://risweb.st-andrews.ac.uk/portal/en/researchoutput/rebuilding-beluga-stocks-in-west-greenland(1dc72875-465a-47f2-8a8e-14038ea88914).html
https://doi.org/10.1111/acv.12315
https://research-repository.st-andrews.ac.uk/bitstream/10023/10882/1/Borchers_2017_AC_BelugaStocks_CC.pdf
http://onlinelibrary.wiley.com/doi/10.1111/acv.12315/full#footer-support-info
id ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/1dc72875-465a-47f2-8a8e-14038ea88914
record_format openpolar
spelling ftunstandrewcris:oai:risweb.st-andrews.ac.uk:publications/1dc72875-465a-47f2-8a8e-14038ea88914 2023-05-15T15:41:42+02:00 Rebuilding beluga stocks in West Greenland Heide-Jørgensen, M. P. Hansen, R. G. Fossette, S. Nielsen, N. H. Borchers, D. L. Stern, H. Witting, L. 2017-06 application/pdf https://risweb.st-andrews.ac.uk/portal/en/researchoutput/rebuilding-beluga-stocks-in-west-greenland(1dc72875-465a-47f2-8a8e-14038ea88914).html https://doi.org/10.1111/acv.12315 https://research-repository.st-andrews.ac.uk/bitstream/10023/10882/1/Borchers_2017_AC_BelugaStocks_CC.pdf http://onlinelibrary.wiley.com/doi/10.1111/acv.12315/full#footer-support-info eng eng info:eu-repo/semantics/openAccess Heide-Jørgensen , M P , Hansen , R G , Fossette , S , Nielsen , N H , Borchers , D L , Stern , H & Witting , L 2017 , ' Rebuilding beluga stocks in West Greenland ' , Animal Conservation , vol. 20 , no. 3 , pp. 282-293 . https://doi.org/10.1111/acv.12315 Aerial survey Bayesian assessment Hidden Markov model Line transect Beluga Sea ice cover Abundance estimates Cetaceans article 2017 ftunstandrewcris https://doi.org/10.1111/acv.12315 2022-10-13T15:26:06Z Decisions about sustainable exploitation levels of marine resources are often based on inadequate data, but are nevertheless required for practical purposes. We describe one exception where abundance estimates spanning 30 years and catch data spanning more than 40 years were used in a Bayesian assessment model of belugas Delphinapterus leucas off West Greenland. The model was updated with data from a visual aerial survey on the wintering ground in 2012. Methods that take account of stochastic animal availability by using independent estimates of forward and perpendicular sighting distances were used to estimate beluga abundance. A model that appears to be robust to the presence of a few large groups yielded an estimate of 7456 belugas (cv = 0.44), similar to a conventional distance-sampling estimate. A mark–recapture distance analysis that corrects for perception and availability bias estimated the abundance to be 9072 whales (cv = 0.32). Increasing distance of beluga sightings from shore was correlated with decreasing sea ice cover, suggesting that belugas expand their distribution offshore (i.e. westward in this context) with the reduction of coastal sea ice. A model with high (0.98) adult survival estimated a decline from 18 600 (90% CI: 13 400, 26 000) whales in 1970 to 8000 (90% CI: 5830, 11 200) in 2004. The decline was probably a result of a period with exceptionally large catches. Following the introduction of catch limits in 2004, the model projects an increase to 11 600 (90% CI: 6760, 17 600) individuals in 2020 (assuming annual removals of 294 belugas after 2014). If the annual removal level is fixed at 300 individuals, a low-survival (0.97) model predicts a 75% probability of an increasing population during 2015–2020. Reduced removal rates due to catch limits and the more offshore, less accessible distribution of the whales are believed to be responsible for the initial signs of population recovery. Article in Journal/Newspaper Beluga Beluga* Delphinapterus leucas Greenland Sea ice University of St Andrews: Research Portal Greenland Animal Conservation 20 3 282 293
institution Open Polar
collection University of St Andrews: Research Portal
op_collection_id ftunstandrewcris
language English
topic Aerial survey
Bayesian assessment
Hidden Markov model
Line transect
Beluga
Sea ice cover
Abundance estimates
Cetaceans
spellingShingle Aerial survey
Bayesian assessment
Hidden Markov model
Line transect
Beluga
Sea ice cover
Abundance estimates
Cetaceans
Heide-Jørgensen, M. P.
Hansen, R. G.
Fossette, S.
Nielsen, N. H.
Borchers, D. L.
Stern, H.
Witting, L.
Rebuilding beluga stocks in West Greenland
topic_facet Aerial survey
Bayesian assessment
Hidden Markov model
Line transect
Beluga
Sea ice cover
Abundance estimates
Cetaceans
description Decisions about sustainable exploitation levels of marine resources are often based on inadequate data, but are nevertheless required for practical purposes. We describe one exception where abundance estimates spanning 30 years and catch data spanning more than 40 years were used in a Bayesian assessment model of belugas Delphinapterus leucas off West Greenland. The model was updated with data from a visual aerial survey on the wintering ground in 2012. Methods that take account of stochastic animal availability by using independent estimates of forward and perpendicular sighting distances were used to estimate beluga abundance. A model that appears to be robust to the presence of a few large groups yielded an estimate of 7456 belugas (cv = 0.44), similar to a conventional distance-sampling estimate. A mark–recapture distance analysis that corrects for perception and availability bias estimated the abundance to be 9072 whales (cv = 0.32). Increasing distance of beluga sightings from shore was correlated with decreasing sea ice cover, suggesting that belugas expand their distribution offshore (i.e. westward in this context) with the reduction of coastal sea ice. A model with high (0.98) adult survival estimated a decline from 18 600 (90% CI: 13 400, 26 000) whales in 1970 to 8000 (90% CI: 5830, 11 200) in 2004. The decline was probably a result of a period with exceptionally large catches. Following the introduction of catch limits in 2004, the model projects an increase to 11 600 (90% CI: 6760, 17 600) individuals in 2020 (assuming annual removals of 294 belugas after 2014). If the annual removal level is fixed at 300 individuals, a low-survival (0.97) model predicts a 75% probability of an increasing population during 2015–2020. Reduced removal rates due to catch limits and the more offshore, less accessible distribution of the whales are believed to be responsible for the initial signs of population recovery.
format Article in Journal/Newspaper
author Heide-Jørgensen, M. P.
Hansen, R. G.
Fossette, S.
Nielsen, N. H.
Borchers, D. L.
Stern, H.
Witting, L.
author_facet Heide-Jørgensen, M. P.
Hansen, R. G.
Fossette, S.
Nielsen, N. H.
Borchers, D. L.
Stern, H.
Witting, L.
author_sort Heide-Jørgensen, M. P.
title Rebuilding beluga stocks in West Greenland
title_short Rebuilding beluga stocks in West Greenland
title_full Rebuilding beluga stocks in West Greenland
title_fullStr Rebuilding beluga stocks in West Greenland
title_full_unstemmed Rebuilding beluga stocks in West Greenland
title_sort rebuilding beluga stocks in west greenland
publishDate 2017
url https://risweb.st-andrews.ac.uk/portal/en/researchoutput/rebuilding-beluga-stocks-in-west-greenland(1dc72875-465a-47f2-8a8e-14038ea88914).html
https://doi.org/10.1111/acv.12315
https://research-repository.st-andrews.ac.uk/bitstream/10023/10882/1/Borchers_2017_AC_BelugaStocks_CC.pdf
http://onlinelibrary.wiley.com/doi/10.1111/acv.12315/full#footer-support-info
geographic Greenland
geographic_facet Greenland
genre Beluga
Beluga*
Delphinapterus leucas
Greenland
Sea ice
genre_facet Beluga
Beluga*
Delphinapterus leucas
Greenland
Sea ice
op_source Heide-Jørgensen , M P , Hansen , R G , Fossette , S , Nielsen , N H , Borchers , D L , Stern , H & Witting , L 2017 , ' Rebuilding beluga stocks in West Greenland ' , Animal Conservation , vol. 20 , no. 3 , pp. 282-293 . https://doi.org/10.1111/acv.12315
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1111/acv.12315
container_title Animal Conservation
container_volume 20
container_issue 3
container_start_page 282
op_container_end_page 293
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