Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.

As water temperature is projected to increase in the next decades and its rise is clearly identified as a threat for cold water fish species, it is necessary to adapt and optimize the tools allowing to assess the quantity and quality of habitats with the inclusion of temperature. In this paper, a fu...

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Published in:Journal of Thermal Biology
Main Authors: Beaupré, Joannie, Boudreault, Jérémie, Bergeron, Normand, St-Hilaire, André
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://espace.inrs.ca/id/eprint/10083/
https://espace.inrs.ca/id/eprint/10083/1/P3650.pdf
https://doi.org/10.1016/j.jtherbio.2019.102471
id ftinrsquebec:oai:espace.inrs.ca:10083
record_format openpolar
spelling ftinrsquebec:oai:espace.inrs.ca:10083 2023-05-15T15:30:57+02:00 Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model. Beaupré, Joannie Boudreault, Jérémie Bergeron, Normand St-Hilaire, André 2020 application/pdf https://espace.inrs.ca/id/eprint/10083/ https://espace.inrs.ca/id/eprint/10083/1/P3650.pdf https://doi.org/10.1016/j.jtherbio.2019.102471 en eng https://espace.inrs.ca/id/eprint/10083/1/P3650.pdf Beaupré, Joannie, Boudreault, Jérémie, Bergeron, Normand orcid:0000-0003-2413-6810 et St-Hilaire, André (2020). Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model. Journal of Thermal Biology , vol. 87 . p. 102471. DOI:10.1016/j.jtherbio.2019.102471 <https://doi.org/10.1016/j.jtherbio.2019.102471>. doi:10.1016/j.jtherbio.2019.102471 cc_by_nc_nd_4 CC-BY-NC-ND fuzzy logic habitat quality model Atlantic salmon parr water temperature Article Évalué par les pairs 2020 ftinrsquebec https://doi.org/10.1016/j.jtherbio.2019.102471 2023-02-10T11:45:58Z As water temperature is projected to increase in the next decades and its rise is clearly identified as a threat for cold water fish species, it is necessary to adapt and optimize the tools allowing to assess the quantity and quality of habitats with the inclusion of temperature. In this paper, a fuzzy logic habitat model was improved by adding water temperature as a key determinant of juvenile Atlantic salmon parr habitat quality. First, salmon experts were consulted to gather their knowledge of salmon parr habitat, then the model was validated with juvenile salmon electrofishing data collected on the Sainte-Marguerite, Matapedia and Petite-Cascapedia rivers (Québec, Canada). The model indicates that when thermal contrasts exist at a site, cooler temperature offered better quality of habitat. Our field data show that when offered the choice, salmon parr significantly preferred to avoid both cold areas (<15 °C) and warm areas (>20.5 °C). Because such thermal contrasts were not consistently present among the sites sampled, the model was only validated for less than 60% of the sites. The results nevertheless indicate a significant correlation between median Habitat Quality Index and parr density for the Sainte-Marguerite River (R² = 0.38). A less important, albeit significant (F-test; p = 0.036) relationship was observed for the Petite-Cascapedia river (R² = 0.14). In all instances, the four-variable (depth, velocity, substrate size and temperature) model provided a better explanation of parr density than a similar model excluding water temperature. Article in Journal/Newspaper Atlantic salmon Salmo salar Institut national de la recherche scientifique, Québec: Espace INRS Canada Marguerite ENVELOPE(141.378,141.378,-66.787,-66.787) Marguerite River ENVELOPE(-109.929,-109.929,57.560,57.560) Journal of Thermal Biology 87 102471
institution Open Polar
collection Institut national de la recherche scientifique, Québec: Espace INRS
op_collection_id ftinrsquebec
language English
topic fuzzy logic
habitat quality model
Atlantic salmon
parr
water temperature
spellingShingle fuzzy logic
habitat quality model
Atlantic salmon
parr
water temperature
Beaupré, Joannie
Boudreault, Jérémie
Bergeron, Normand
St-Hilaire, André
Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
topic_facet fuzzy logic
habitat quality model
Atlantic salmon
parr
water temperature
description As water temperature is projected to increase in the next decades and its rise is clearly identified as a threat for cold water fish species, it is necessary to adapt and optimize the tools allowing to assess the quantity and quality of habitats with the inclusion of temperature. In this paper, a fuzzy logic habitat model was improved by adding water temperature as a key determinant of juvenile Atlantic salmon parr habitat quality. First, salmon experts were consulted to gather their knowledge of salmon parr habitat, then the model was validated with juvenile salmon electrofishing data collected on the Sainte-Marguerite, Matapedia and Petite-Cascapedia rivers (Québec, Canada). The model indicates that when thermal contrasts exist at a site, cooler temperature offered better quality of habitat. Our field data show that when offered the choice, salmon parr significantly preferred to avoid both cold areas (<15 °C) and warm areas (>20.5 °C). Because such thermal contrasts were not consistently present among the sites sampled, the model was only validated for less than 60% of the sites. The results nevertheless indicate a significant correlation between median Habitat Quality Index and parr density for the Sainte-Marguerite River (R² = 0.38). A less important, albeit significant (F-test; p = 0.036) relationship was observed for the Petite-Cascapedia river (R² = 0.14). In all instances, the four-variable (depth, velocity, substrate size and temperature) model provided a better explanation of parr density than a similar model excluding water temperature.
format Article in Journal/Newspaper
author Beaupré, Joannie
Boudreault, Jérémie
Bergeron, Normand
St-Hilaire, André
author_facet Beaupré, Joannie
Boudreault, Jérémie
Bergeron, Normand
St-Hilaire, André
author_sort Beaupré, Joannie
title Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
title_short Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
title_full Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
title_fullStr Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
title_full_unstemmed Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model.
title_sort inclusion of water temperature in a fuzzy logic atlantic salmon (salmo salar) parr habitat model.
publishDate 2020
url https://espace.inrs.ca/id/eprint/10083/
https://espace.inrs.ca/id/eprint/10083/1/P3650.pdf
https://doi.org/10.1016/j.jtherbio.2019.102471
long_lat ENVELOPE(141.378,141.378,-66.787,-66.787)
ENVELOPE(-109.929,-109.929,57.560,57.560)
geographic Canada
Marguerite
Marguerite River
geographic_facet Canada
Marguerite
Marguerite River
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_relation https://espace.inrs.ca/id/eprint/10083/1/P3650.pdf
Beaupré, Joannie, Boudreault, Jérémie, Bergeron, Normand orcid:0000-0003-2413-6810 et St-Hilaire, André (2020). Inclusion of water temperature in a fuzzy logic Atlantic salmon (Salmo salar) parr habitat model. Journal of Thermal Biology , vol. 87 . p. 102471. DOI:10.1016/j.jtherbio.2019.102471 <https://doi.org/10.1016/j.jtherbio.2019.102471>.
doi:10.1016/j.jtherbio.2019.102471
op_rights cc_by_nc_nd_4
op_rightsnorm CC-BY-NC-ND
op_doi https://doi.org/10.1016/j.jtherbio.2019.102471
container_title Journal of Thermal Biology
container_volume 87
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