Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises

1. Robust estimates of the density or abundance of cetaceans are required to support a wide range of ecological studies and inform management decisions. Considerable effort has been put into the development of line-transect sampling techniques to obtain estimates of absolute density from aerial and...

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Main Authors: Williamson, Laura D., Brookes, Kate L., Scott, Beth E., Graham, Isla M., Bradbury, Gareth, Hammond, Philip S., Thompson, Paul M.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2016
Subjects:
Online Access:http://hdl.handle.net/10255/dryad.107163
https://doi.org/10.5061/dryad.cf04g
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spelling ftdryad:oai:v1.datadryad.org:10255/dryad.107163 2023-05-15T16:33:22+02:00 Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises Williamson, Laura D. Brookes, Kate L. Scott, Beth E. Graham, Isla M. Bradbury, Gareth Hammond, Philip S. Thompson, Paul M. North Sea 2016-01-26T22:09:05Z http://hdl.handle.net/10255/dryad.107163 https://doi.org/10.5061/dryad.cf04g unknown doi:10.5061/dryad.cf04g/1 doi:10.5061/dryad.cf04g/2 doi:10.5061/dryad.cf04g/3 doi:10.5061/dryad.cf04g/4 doi:10.1111/2041-210X.12538 doi:10.5061/dryad.cf04g Williamson LD, Brookes KL, Scott BE, Graham IM, Bradbury G, Hammond PS, Thompson PM (2016) Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises. Methods in Ecology and Evolution 7(7): 762–769. http://hdl.handle.net/10255/dryad.107163 Density Surface Modelling Acoustics abundance distance sampling digital survey availability Harbour Porpoise Article 2016 ftdryad https://doi.org/10.5061/dryad.cf04g https://doi.org/10.5061/dryad.cf04g/1 https://doi.org/10.5061/dryad.cf04g/2 https://doi.org/10.5061/dryad.cf04g/3 https://doi.org/10.5061/dryad.cf04g/4 https://doi.org/10.1111/2041-210X.12538 2020-01-01T15:29:54Z 1. Robust estimates of the density or abundance of cetaceans are required to support a wide range of ecological studies and inform management decisions. Considerable effort has been put into the development of line-transect sampling techniques to obtain estimates of absolute density from aerial and boat-based visual surveys. Surveys of cetaceans using acoustic loggers or digital cameras provide alternative methods to estimate relative density that have the potential to reduce cost and provide a verifiable record of all detections. However the ability of these methods to provide reliable estimates of relative density has yet to be established. 2. These methodologies were compared by conducting aerial visual line-transect surveys (n=10 days) and digital video strip-transect surveys (n=4 days) in the Moray Firth, Scotland. Simultaneous acoustic data were collected from moored echolocation detectors (C-PODs) at 58 locations across the study site. Density surface modelling (DSM) of visual survey data was used to estimate spatial variation in relative harbour porpoise density on a 4x4 km grid. DSM was also performed on the digital survey data, and the resulting model output compared to that from visual survey data. Estimates of relative density from visual surveys around acoustic monitoring sites were compared with several metrics previously used to characterise variation in acoustic detections of echolocation clicks. 3. There was a strong correlation between estimates of relative density from visual surveys and digital video surveys (Spearman's ρ=0.85). A correction to account for animals missed on the transect line (previously calculated for visual aerial surveys of harbour porpoise in the North Sea (Hammond et al. 2013)) was used to convert relative density from the visual surveys to absolute density. This allowed calculation of the first estimate of a proxy for detection probability in digital video surveys, suggesting that 61% (CV=0.53) of harbour porpoises were detected. There was also a strong correlation between acoustic detections and density with a Spearman's ρ=0.73 for detection positive hours. 4. These results provide confidence in the emerging use of digital video and acoustic surveys for studying the density of small cetaceans and their responses to environmental and anthropogenic change. Article in Journal/Newspaper Harbour porpoise Dryad Digital Repository (Duke University)
institution Open Polar
collection Dryad Digital Repository (Duke University)
op_collection_id ftdryad
language unknown
topic Density Surface Modelling
Acoustics
abundance
distance sampling
digital survey
availability
Harbour Porpoise
spellingShingle Density Surface Modelling
Acoustics
abundance
distance sampling
digital survey
availability
Harbour Porpoise
Williamson, Laura D.
Brookes, Kate L.
Scott, Beth E.
Graham, Isla M.
Bradbury, Gareth
Hammond, Philip S.
Thompson, Paul M.
Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
topic_facet Density Surface Modelling
Acoustics
abundance
distance sampling
digital survey
availability
Harbour Porpoise
description 1. Robust estimates of the density or abundance of cetaceans are required to support a wide range of ecological studies and inform management decisions. Considerable effort has been put into the development of line-transect sampling techniques to obtain estimates of absolute density from aerial and boat-based visual surveys. Surveys of cetaceans using acoustic loggers or digital cameras provide alternative methods to estimate relative density that have the potential to reduce cost and provide a verifiable record of all detections. However the ability of these methods to provide reliable estimates of relative density has yet to be established. 2. These methodologies were compared by conducting aerial visual line-transect surveys (n=10 days) and digital video strip-transect surveys (n=4 days) in the Moray Firth, Scotland. Simultaneous acoustic data were collected from moored echolocation detectors (C-PODs) at 58 locations across the study site. Density surface modelling (DSM) of visual survey data was used to estimate spatial variation in relative harbour porpoise density on a 4x4 km grid. DSM was also performed on the digital survey data, and the resulting model output compared to that from visual survey data. Estimates of relative density from visual surveys around acoustic monitoring sites were compared with several metrics previously used to characterise variation in acoustic detections of echolocation clicks. 3. There was a strong correlation between estimates of relative density from visual surveys and digital video surveys (Spearman's ρ=0.85). A correction to account for animals missed on the transect line (previously calculated for visual aerial surveys of harbour porpoise in the North Sea (Hammond et al. 2013)) was used to convert relative density from the visual surveys to absolute density. This allowed calculation of the first estimate of a proxy for detection probability in digital video surveys, suggesting that 61% (CV=0.53) of harbour porpoises were detected. There was also a strong correlation between acoustic detections and density with a Spearman's ρ=0.73 for detection positive hours. 4. These results provide confidence in the emerging use of digital video and acoustic surveys for studying the density of small cetaceans and their responses to environmental and anthropogenic change.
format Article in Journal/Newspaper
author Williamson, Laura D.
Brookes, Kate L.
Scott, Beth E.
Graham, Isla M.
Bradbury, Gareth
Hammond, Philip S.
Thompson, Paul M.
author_facet Williamson, Laura D.
Brookes, Kate L.
Scott, Beth E.
Graham, Isla M.
Bradbury, Gareth
Hammond, Philip S.
Thompson, Paul M.
author_sort Williamson, Laura D.
title Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
title_short Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
title_full Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
title_fullStr Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
title_full_unstemmed Data from: Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
title_sort data from: echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises
publishDate 2016
url http://hdl.handle.net/10255/dryad.107163
https://doi.org/10.5061/dryad.cf04g
op_coverage North Sea
genre Harbour porpoise
genre_facet Harbour porpoise
op_relation doi:10.5061/dryad.cf04g/1
doi:10.5061/dryad.cf04g/2
doi:10.5061/dryad.cf04g/3
doi:10.5061/dryad.cf04g/4
doi:10.1111/2041-210X.12538
doi:10.5061/dryad.cf04g
Williamson LD, Brookes KL, Scott BE, Graham IM, Bradbury G, Hammond PS, Thompson PM (2016) Echolocation detections and digital video surveys provide reliable estimates of the relative density of harbour porpoises. Methods in Ecology and Evolution 7(7): 762–769.
http://hdl.handle.net/10255/dryad.107163
op_doi https://doi.org/10.5061/dryad.cf04g
https://doi.org/10.5061/dryad.cf04g/1
https://doi.org/10.5061/dryad.cf04g/2
https://doi.org/10.5061/dryad.cf04g/3
https://doi.org/10.5061/dryad.cf04g/4
https://doi.org/10.1111/2041-210X.12538
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