Eel silvering stage based on Pls classification.
To discriminate European eel (Anguilla anguilla, Linnaeus 1758) developmental stages on the basis of body colour, we observed the pigmentation pattern of skin and several biological characteristics of eels collected in the low course of River Tiber (Rome, Italy). A total of 454 individuals have been...
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Format: | Article in Journal/Newspaper |
Language: | English |
Published: |
Anton Manuel Lazaro
2007
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Online Access: | http://hdl.handle.net/2108/35134 |
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author | Capoccioni, F Costa, C Menesatti, P CICCOTTI, ELEONORA |
author2 | Capoccioni, F Costa, C Menesatti, P Ciccotti, E |
author_facet | Capoccioni, F Costa, C Menesatti, P CICCOTTI, ELEONORA |
author_sort | Capoccioni, F |
collection | Universitá degli Studi di Roma "Tor Vergata": ART - Archivio Istituzionale della Ricerca |
description | To discriminate European eel (Anguilla anguilla, Linnaeus 1758) developmental stages on the basis of body colour, we observed the pigmentation pattern of skin and several biological characteristics of eels collected in the low course of River Tiber (Rome, Italy). A total of 454 individuals have been assigned to a determined stage (Yellow, Intermediate and Silver) and examined to measure five external parameters (total length, weight, pectoral fin length, vertical and horizontal eye diameter). A subsample of 229 eels has been sacrificed in order to collect liver and gut weight and to determine age from otholit observation. A supervised regression technique, Partial Least Squares (PLS) analysis, has been used to develop a model explaining the co-variation between measured parameters, and the three developmental stages. A good discriminant model was obtained for both datasets: the first PLS analysis, using five variables, yields a correct classification of 78 % of the individuals, the second, with eight input variables, yields a correct classification of 79,4 % of the individuals. Yellow and Silver eels are well discriminated by the model, while Intermediate eels don’t constitute an outlined group. The method of staging European eels on the basis of skin colour appeared to be reliable and easy to adopt during field surveys. |
format | Article in Journal/Newspaper |
genre | Anguilla anguilla |
genre_facet | Anguilla anguilla |
geographic | Tiber |
geographic_facet | Tiber |
id | ftunivromatorver:oai:art.torvergata.it:2108/35134 |
institution | Open Polar |
language | English |
long_lat | ENVELOPE(-66.983,-66.983,-68.392,-68.392) |
op_collection_id | ftunivromatorver |
op_relation | volume:6 firstpage:11 lastpage:12 journal:Instrumentation Viewpoint http://hdl.handle.net/2108/35134 |
publishDate | 2007 |
publisher | Anton Manuel Lazaro |
record_format | openpolar |
spelling | ftunivromatorver:oai:art.torvergata.it:2108/35134 2025-05-11T14:09:24+00:00 Eel silvering stage based on Pls classification. Capoccioni, F Costa, C Menesatti, P CICCOTTI, ELEONORA Capoccioni, F Costa, C Menesatti, P Ciccotti, E 2007 http://hdl.handle.net/2108/35134 eng eng Anton Manuel Lazaro country:ES volume:6 firstpage:11 lastpage:12 journal:Instrumentation Viewpoint http://hdl.handle.net/2108/35134 European eel livery silvering escapement Settore BIO/07 - ECOLOGIA info:eu-repo/semantics/article 2007 ftunivromatorver 2025-04-15T04:42:28Z To discriminate European eel (Anguilla anguilla, Linnaeus 1758) developmental stages on the basis of body colour, we observed the pigmentation pattern of skin and several biological characteristics of eels collected in the low course of River Tiber (Rome, Italy). A total of 454 individuals have been assigned to a determined stage (Yellow, Intermediate and Silver) and examined to measure five external parameters (total length, weight, pectoral fin length, vertical and horizontal eye diameter). A subsample of 229 eels has been sacrificed in order to collect liver and gut weight and to determine age from otholit observation. A supervised regression technique, Partial Least Squares (PLS) analysis, has been used to develop a model explaining the co-variation between measured parameters, and the three developmental stages. A good discriminant model was obtained for both datasets: the first PLS analysis, using five variables, yields a correct classification of 78 % of the individuals, the second, with eight input variables, yields a correct classification of 79,4 % of the individuals. Yellow and Silver eels are well discriminated by the model, while Intermediate eels don’t constitute an outlined group. The method of staging European eels on the basis of skin colour appeared to be reliable and easy to adopt during field surveys. Article in Journal/Newspaper Anguilla anguilla Universitá degli Studi di Roma "Tor Vergata": ART - Archivio Istituzionale della Ricerca Tiber ENVELOPE(-66.983,-66.983,-68.392,-68.392) |
spellingShingle | European eel livery silvering escapement Settore BIO/07 - ECOLOGIA Capoccioni, F Costa, C Menesatti, P CICCOTTI, ELEONORA Eel silvering stage based on Pls classification. |
title | Eel silvering stage based on Pls classification. |
title_full | Eel silvering stage based on Pls classification. |
title_fullStr | Eel silvering stage based on Pls classification. |
title_full_unstemmed | Eel silvering stage based on Pls classification. |
title_short | Eel silvering stage based on Pls classification. |
title_sort | eel silvering stage based on pls classification. |
topic | European eel livery silvering escapement Settore BIO/07 - ECOLOGIA |
topic_facet | European eel livery silvering escapement Settore BIO/07 - ECOLOGIA |
url | http://hdl.handle.net/2108/35134 |