Modelling fish physico-thermal habitat selection using functional regression

• Main Authors: Boudreault, Jérémie, St-Hilaire, André, Chebana, Fateh, Bergeron, Normand E.
• Format: Text
• Language: unknown
• Published: Taylor & Francis 2021
• Subjects: 59999 Environmental Sciences not elsewhere classified; FOS Earth and related environmental sciences; Ecology; FOS Biological sciences; 69999 Biological Sciences not elsewhere classified; Marine Biology; Inorganic Chemistry; FOS Chemical sciences; Canada; Marguerite; Gam; Marguerite River; Atlantic salmon
• Online Access: https://dx.doi.org/10.6084/m9.figshare.13818257.v1; https://tandf.figshare.com/articles/journal_contribution/Modelling_fish_physico-thermal_habitat_selection_using_functional_regression/13818257/1

In this paper, a new fish habitat modelling approach is introduced using the full probability density functions (PDF), rather than single measurements or central tendency metrics, to describe each predictor. To model habitat selection using PDFs, functional regression models (FRM) are used to allow...