The R package EchoviewR for automated processing of active acoustic data using Echoview

Acoustic data is time consuming to process due to the large data size and the requirement to often undertake some data processing steps manually. Manual processing may introduce subjective, irreproducible decisions into the data processing work flow, reducing consistency in processing between survey...

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Published in:Frontiers in Marine Science
Main Authors: Harrison, Lisa Marie K, Cox, Martin J., Skaret, Georg, Harcourt, Robert
Format: Article in Journal/Newspaper
Language:English
Published: 2015
Subjects:
Online Access:https://researchers.mq.edu.au/en/publications/0ff41740-4890-4525-8721-6c995b661299
https://doi.org/10.3389/fmars.2015.00015
https://research-management.mq.edu.au/ws/files/62465552/Publisher%20version%20(open%20access).pdf
http://www.scopus.com/inward/record.url?scp=85008661415&partnerID=8YFLogxK
http://purl.org/au-research/grants/arc/FS11020005
id ftmacquarieunicr:oai:https://researchers.mq.edu.au:publications/0ff41740-4890-4525-8721-6c995b661299
record_format openpolar
spelling ftmacquarieunicr:oai:https://researchers.mq.edu.au:publications/0ff41740-4890-4525-8721-6c995b661299 2024-10-06T13:43:57+00:00 The R package EchoviewR for automated processing of active acoustic data using Echoview Harrison, Lisa Marie K Cox, Martin J. Skaret, Georg Harcourt, Robert 2015 application/pdf https://researchers.mq.edu.au/en/publications/0ff41740-4890-4525-8721-6c995b661299 https://doi.org/10.3389/fmars.2015.00015 https://research-management.mq.edu.au/ws/files/62465552/Publisher%20version%20(open%20access).pdf http://www.scopus.com/inward/record.url?scp=85008661415&partnerID=8YFLogxK http://purl.org/au-research/grants/arc/FS11020005 eng eng info:eu-repo/semantics/openAccess Harrison , L M K , Cox , M J , Skaret , G & Harcourt , R 2015 , ' The R package EchoviewR for automated processing of active acoustic data using Echoview ' , Frontiers in Marine Science , vol. 2 , no. FEB , 15 , pp. 15-1-15-6 . https://doi.org/10.3389/fmars.2015.00015 Active acoustic Antarctic krill Data processing Echosounder Echoview R package article 2015 ftmacquarieunicr https://doi.org/10.3389/fmars.2015.00015 2024-09-18T23:49:09Z Acoustic data is time consuming to process due to the large data size and the requirement to often undertake some data processing steps manually. Manual processing may introduce subjective, irreproducible decisions into the data processing work flow, reducing consistency in processing between surveys. We introduce the R package EchoviewR as an interface between R and Echoview, a commercially available acoustic processing software package. EchoviewR allows for automation of Echoview using scripting which can drastically reduce the manual work required when processing acoustic surveys. This package plays an important role in reducing subjectivity in acoustic data processing by allowing exactly the same process to be applied automatically to multiple surveys and documenting where subjective decisions have been made. Using data from a survey of Antarctic krill, we provide two examples of using EchoviewR: krill biomass estimation and swarm detection. Article in Journal/Newspaper Antarc* Antarctic Antarctic Krill Macquarie University Research Portal Antarctic Frontiers in Marine Science 2
institution Open Polar
collection Macquarie University Research Portal
op_collection_id ftmacquarieunicr
language English
topic Active acoustic
Antarctic krill
Data processing
Echosounder
Echoview
R package
spellingShingle Active acoustic
Antarctic krill
Data processing
Echosounder
Echoview
R package
Harrison, Lisa Marie K
Cox, Martin J.
Skaret, Georg
Harcourt, Robert
The R package EchoviewR for automated processing of active acoustic data using Echoview
topic_facet Active acoustic
Antarctic krill
Data processing
Echosounder
Echoview
R package
description Acoustic data is time consuming to process due to the large data size and the requirement to often undertake some data processing steps manually. Manual processing may introduce subjective, irreproducible decisions into the data processing work flow, reducing consistency in processing between surveys. We introduce the R package EchoviewR as an interface between R and Echoview, a commercially available acoustic processing software package. EchoviewR allows for automation of Echoview using scripting which can drastically reduce the manual work required when processing acoustic surveys. This package plays an important role in reducing subjectivity in acoustic data processing by allowing exactly the same process to be applied automatically to multiple surveys and documenting where subjective decisions have been made. Using data from a survey of Antarctic krill, we provide two examples of using EchoviewR: krill biomass estimation and swarm detection.
format Article in Journal/Newspaper
author Harrison, Lisa Marie K
Cox, Martin J.
Skaret, Georg
Harcourt, Robert
author_facet Harrison, Lisa Marie K
Cox, Martin J.
Skaret, Georg
Harcourt, Robert
author_sort Harrison, Lisa Marie K
title The R package EchoviewR for automated processing of active acoustic data using Echoview
title_short The R package EchoviewR for automated processing of active acoustic data using Echoview
title_full The R package EchoviewR for automated processing of active acoustic data using Echoview
title_fullStr The R package EchoviewR for automated processing of active acoustic data using Echoview
title_full_unstemmed The R package EchoviewR for automated processing of active acoustic data using Echoview
title_sort r package echoviewr for automated processing of active acoustic data using echoview
publishDate 2015
url https://researchers.mq.edu.au/en/publications/0ff41740-4890-4525-8721-6c995b661299
https://doi.org/10.3389/fmars.2015.00015
https://research-management.mq.edu.au/ws/files/62465552/Publisher%20version%20(open%20access).pdf
http://www.scopus.com/inward/record.url?scp=85008661415&partnerID=8YFLogxK
http://purl.org/au-research/grants/arc/FS11020005
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Antarctic Krill
genre_facet Antarc*
Antarctic
Antarctic Krill
op_source Harrison , L M K , Cox , M J , Skaret , G & Harcourt , R 2015 , ' The R package EchoviewR for automated processing of active acoustic data using Echoview ' , Frontiers in Marine Science , vol. 2 , no. FEB , 15 , pp. 15-1-15-6 . https://doi.org/10.3389/fmars.2015.00015
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.3389/fmars.2015.00015
container_title Frontiers in Marine Science
container_volume 2
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