Towards fish individuality-based aquaculture

By bringing concepts of precision farming to intensive aquaculturem fish production can be optimized to be more sustainable while focusing on fish welfare criteria. This means to shift from mass to smart production which requires to consider each fish as an individual instead of viewing on the total...

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Published in:IEEE Transactions on Industrial Informatics
Main Authors: Schraml, R., Hofbauer, H., Jalilian, E., Bekkozhayeva, D., Saberioon, M., Cisar, P., Uhl, A.
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614_4/component/file_5006111/5002614.pdf
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_5002614 2023-05-15T15:30:44+02:00 Towards fish individuality-based aquaculture Schraml, R. Hofbauer, H. Jalilian, E. Bekkozhayeva, D. Saberioon, M. Cisar, P. Uhl, A. 2021 application/pdf https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614_4/component/file_5006111/5002614.pdf eng eng info:eu-repo/semantics/altIdentifier/doi/10.1109/TII.2020.3006933 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614_4/component/file_5006111/5002614.pdf info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ CC-BY IEEE Transactions on Industrial Informatics info:eu-repo/semantics/article 2021 ftgfzpotsdam https://doi.org/10.1109/TII.2020.3006933 2022-09-14T05:57:48Z By bringing concepts of precision farming to intensive aquaculturem fish production can be optimized to be more sustainable while focusing on fish welfare criteria. This means to shift from mass to smart production which requires to consider each fish as an individual instead of viewing on the total stock of fish. Therefore it is required to be able to identify each fish in a tank or sea cage. In this paper, we prove the feasibility of fish identification using the iris as biometric characteristic. For this purpose, a new database was captured which enables us to consider the basic feasibility as well as to prove the permanence of the iris pattern of Atlantic salmon in terms of ageing. Results show that the iris pattern of Atlantic salmon is suited for biometric identification, but the pattern changes significantly in short periods. Article in Journal/Newspaper Atlantic salmon GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) IEEE Transactions on Industrial Informatics 17 6 4356 4366
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collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
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language English
description By bringing concepts of precision farming to intensive aquaculturem fish production can be optimized to be more sustainable while focusing on fish welfare criteria. This means to shift from mass to smart production which requires to consider each fish as an individual instead of viewing on the total stock of fish. Therefore it is required to be able to identify each fish in a tank or sea cage. In this paper, we prove the feasibility of fish identification using the iris as biometric characteristic. For this purpose, a new database was captured which enables us to consider the basic feasibility as well as to prove the permanence of the iris pattern of Atlantic salmon in terms of ageing. Results show that the iris pattern of Atlantic salmon is suited for biometric identification, but the pattern changes significantly in short periods.
format Article in Journal/Newspaper
author Schraml, R.
Hofbauer, H.
Jalilian, E.
Bekkozhayeva, D.
Saberioon, M.
Cisar, P.
Uhl, A.
spellingShingle Schraml, R.
Hofbauer, H.
Jalilian, E.
Bekkozhayeva, D.
Saberioon, M.
Cisar, P.
Uhl, A.
Towards fish individuality-based aquaculture
author_facet Schraml, R.
Hofbauer, H.
Jalilian, E.
Bekkozhayeva, D.
Saberioon, M.
Cisar, P.
Uhl, A.
author_sort Schraml, R.
title Towards fish individuality-based aquaculture
title_short Towards fish individuality-based aquaculture
title_full Towards fish individuality-based aquaculture
title_fullStr Towards fish individuality-based aquaculture
title_full_unstemmed Towards fish individuality-based aquaculture
title_sort towards fish individuality-based aquaculture
publishDate 2021
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614_4/component/file_5006111/5002614.pdf
genre Atlantic salmon
genre_facet Atlantic salmon
op_source IEEE Transactions on Industrial Informatics
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1109/TII.2020.3006933
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5002614_4/component/file_5006111/5002614.pdf
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/
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op_doi https://doi.org/10.1109/TII.2020.3006933
container_title IEEE Transactions on Industrial Informatics
container_volume 17
container_issue 6
container_start_page 4356
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