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...

Full description

Bibliographic Details
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: Frontiers Media 2015
Subjects:
Online Access:http://hdl.handle.net/11250/282467
https://doi.org/10.3389/fmars.2015.00015
id ftimr:oai:imr.brage.unit.no:11250/282467
record_format openpolar
spelling ftimr:oai:imr.brage.unit.no:11250/282467 2023-05-15T13:44:00+02:00 The R package EchoviewR for automated processing of active acoustic data using Echoview Harrison, Lisa-Marie K. Cox, Martin J. Skaret, Georg Harcourt, Robert 2015-02-25 application/pdf http://hdl.handle.net/11250/282467 https://doi.org/10.3389/fmars.2015.00015 eng eng Frontiers Media 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, 2. doi:10.3389/fmars.2015.00015 urn:issn:2296-7745 http://hdl.handle.net/11250/282467 https://doi.org/10.3389/fmars.2015.00015 Navngivelse 3.0 Norge http://creativecommons.org/licenses/by/3.0/no/ CC-BY 6 p. 2 Frontiers in marine science VDP::Mathematics and natural science: 400::Physics: 430::Electromagnetism acoustics optics: 434 Journal article Peer reviewed 2015 ftimr https://doi.org/10.3389/fmars.2015.00015 2021-09-23T20:16:12Z 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 Institute for Marine Research: Brage IMR Antarctic Frontiers in Marine Science 2
institution Open Polar
collection Institute for Marine Research: Brage IMR
op_collection_id ftimr
language English
topic VDP::Mathematics and natural science: 400::Physics: 430::Electromagnetism
acoustics
optics: 434
spellingShingle VDP::Mathematics and natural science: 400::Physics: 430::Electromagnetism
acoustics
optics: 434
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 VDP::Mathematics and natural science: 400::Physics: 430::Electromagnetism
acoustics
optics: 434
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
publisher Frontiers Media
publishDate 2015
url http://hdl.handle.net/11250/282467
https://doi.org/10.3389/fmars.2015.00015
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
Antarctic Krill
genre_facet Antarc*
Antarctic
Antarctic Krill
op_source 6 p.
2
Frontiers in marine science
op_relation 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, 2. doi:10.3389/fmars.2015.00015
urn:issn:2296-7745
http://hdl.handle.net/11250/282467
https://doi.org/10.3389/fmars.2015.00015
op_rights Navngivelse 3.0 Norge
http://creativecommons.org/licenses/by/3.0/no/
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fmars.2015.00015
container_title Frontiers in Marine Science
container_volume 2
_version_ 1766195860050280448