Cargando…

A flow-through imaging system for automated measurement of ichthyoplankton

Microscopic imaging and morphometric measurement of fish embryos and larvae is essential in environmental monitoring of fish populations and to evaluate larvae development in aquaculture. Traditional microscopy methods require time-consuming, repetitive work by human experts. We present a method for...

Descripción completa

Detalles Bibliográficos
Autores principales: Williamson, David R., Nordtug, Trond, Leirvik, Frode, Kvæstad, Bjarne, Hansen, Bjørn Henrik, Ludvigsen, Martin, Davies, Emlyn John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256663/
https://www.ncbi.nlm.nih.gov/pubmed/35813159
http://dx.doi.org/10.1016/j.mex.2022.101773
_version_ 1784741180159819776
author Williamson, David R.
Nordtug, Trond
Leirvik, Frode
Kvæstad, Bjarne
Hansen, Bjørn Henrik
Ludvigsen, Martin
Davies, Emlyn John
author_facet Williamson, David R.
Nordtug, Trond
Leirvik, Frode
Kvæstad, Bjarne
Hansen, Bjørn Henrik
Ludvigsen, Martin
Davies, Emlyn John
author_sort Williamson, David R.
collection PubMed
description Microscopic imaging and morphometric measurement of fish embryos and larvae is essential in environmental monitoring of fish populations and to evaluate larvae development in aquaculture. Traditional microscopy methods require time-consuming, repetitive work by human experts. We present a method for fast imaging and analysis of millimetre-scale ichthyoplankton suspended in seawater. Our system can be easily built from common and off-the-shelf components and uses open-source software for image capture and analysis. Our system obtains images of similar quality to traditional microscopy, and biological measurements comparable to those by human experts, with minimal human interaction. This saves time and effort, while increasing the size of data sets obtained. We demonstrate our approach with cod eggs and larvae, and present results showing biologically relevant endpoints including egg diameter, larval standard length, yolk volume and eye diameter, with comparison to similar measurements reported in the literature. • High throughput, microscope-scale imaging of fish eggs and larvae • Automated measurement of biologically relevant endpoints • Easily built from off-the-shelf components and open-source software
format Online
Article
Text
id pubmed-9256663
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-92566632022-07-07 A flow-through imaging system for automated measurement of ichthyoplankton Williamson, David R. Nordtug, Trond Leirvik, Frode Kvæstad, Bjarne Hansen, Bjørn Henrik Ludvigsen, Martin Davies, Emlyn John MethodsX Method Article Microscopic imaging and morphometric measurement of fish embryos and larvae is essential in environmental monitoring of fish populations and to evaluate larvae development in aquaculture. Traditional microscopy methods require time-consuming, repetitive work by human experts. We present a method for fast imaging and analysis of millimetre-scale ichthyoplankton suspended in seawater. Our system can be easily built from common and off-the-shelf components and uses open-source software for image capture and analysis. Our system obtains images of similar quality to traditional microscopy, and biological measurements comparable to those by human experts, with minimal human interaction. This saves time and effort, while increasing the size of data sets obtained. We demonstrate our approach with cod eggs and larvae, and present results showing biologically relevant endpoints including egg diameter, larval standard length, yolk volume and eye diameter, with comparison to similar measurements reported in the literature. • High throughput, microscope-scale imaging of fish eggs and larvae • Automated measurement of biologically relevant endpoints • Easily built from off-the-shelf components and open-source software Elsevier 2022-06-22 /pmc/articles/PMC9256663/ /pubmed/35813159 http://dx.doi.org/10.1016/j.mex.2022.101773 Text en © 2022 The Author(s). Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Method Article
Williamson, David R.
Nordtug, Trond
Leirvik, Frode
Kvæstad, Bjarne
Hansen, Bjørn Henrik
Ludvigsen, Martin
Davies, Emlyn John
A flow-through imaging system for automated measurement of ichthyoplankton
title A flow-through imaging system for automated measurement of ichthyoplankton
title_full A flow-through imaging system for automated measurement of ichthyoplankton
title_fullStr A flow-through imaging system for automated measurement of ichthyoplankton
title_full_unstemmed A flow-through imaging system for automated measurement of ichthyoplankton
title_short A flow-through imaging system for automated measurement of ichthyoplankton
title_sort flow-through imaging system for automated measurement of ichthyoplankton
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256663/
https://www.ncbi.nlm.nih.gov/pubmed/35813159
http://dx.doi.org/10.1016/j.mex.2022.101773
work_keys_str_mv AT williamsondavidr aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT nordtugtrond aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT leirvikfrode aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT kvæstadbjarne aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT hansenbjørnhenrik aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT ludvigsenmartin aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT daviesemlynjohn aflowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT williamsondavidr flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT nordtugtrond flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT leirvikfrode flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT kvæstadbjarne flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT hansenbjørnhenrik flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT ludvigsenmartin flowthroughimagingsystemforautomatedmeasurementofichthyoplankton
AT daviesemlynjohn flowthroughimagingsystemforautomatedmeasurementofichthyoplankton