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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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 |
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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 |
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