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Grant: Discovery Grants Program - Individual

Université du Québec à Trois-Rivières

$24,625.00

Lévy-stable motions as an integrative framework for studying animal movement: field tests with stream fish

EF 2013-14

Résumé
Local movement and long-distance dispersal (LDD) influence many important ecological processes. However, progress in understanding animal movement has been hampered by the lack of an integrative modelling framework for guiding the collection and interpretation of empirical data and providing adequate fits to them. Recent work has shown that in many cases Lévy-stable motions (LSM), a class of random-walk models, are a powerful alternative to classic diffusion models. LSM also have desirable mathematical properties and have close connections with foraging theory, which shows that under many conditions LSM provide an optimal search strategy. These attributes make LSM an appealing conceptual framework for studying movement. The general objective of the proposed research is to test the usefulness of the LSM model for characterizing individual movement behaviours and linking individual variation in movement to population-level patterns in the field. The central hypotheses to be tested are that: (i) leptokurtosis and heavy tails in dispersal kernels can be accounted for without invoking effects of intrapopulation or environmental heterogeneity, (ii) small-scale movement of individuals can be extrapolated to predict population-level redistribution and LDD at larger spatial and temporal scales, and (iii) individual movement behaviour is consistent with an optimal search strategy for intermittent foragers. Stream fish will be used as a study system because their movement can be conveniently modeled along a single spatial dimension. The proposed research will provide rigorous field tests of the LSM model's ability to connect local movements to LDD, project from short-term individual behaviour to population spread, and generate insight on searching behaviour and population heterogeneity in stream fish. Demonstration of improved performance relative to current models should encourage the application of the LSM model to other organisms and environmental contexts, including its use as a management tool for evaluating the role of LDD in population persistence, access to critical habitats, colonization by invasive species, and the spread of disease.
Programme
Discovery Grants Program - Individual
Emplacement
Quebec, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data

Tel que publié

Application id
138680-2008
Name nom
Rodriguez, Marco
Department département
Chimie-biologie
Organization id
59
Institution établissement
Université du Québec à Trois-Rivières
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2013
Competition year année de concours
2008
Award amount
24625
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
Discovery grants programs
Group fr
Programmes de subventions à la découverte
Committee code
18
Committee name en
Evolution & Ecology
Committee name fr
Évolution et écologie
Area of application code
405
Area of application group en
Environment
Area of application group fr
Environnement
Area of application en
Modelling and mathematical simulation of natural processes
Area of application fr
Modélisation et simulation mathématique des processus naturels
Research subject code
4702
Research subject group en
Evolution and ecology
Research subject group fr
Évolution et écologie
Research subject en
Aquatic ecology and limnology
Research subject fr
Écologie aquatique et limnologie
Partie
5
Nb partie
5
Application title
Lévy-stable motions as an integrative framework for studying animal movement: field tests with stream fish
Keyword
NSERC
Application summary
Local movement and long-distance dispersal (LDD) influence many important ecological processes. However, progress in understanding animal movement has been hampered by the lack of an integrative modelling framework for guiding the collection and interpretation of empirical data and providing adequate fits to them. Recent work has shown that in many cases Lévy-stable motions (LSM), a class of random-walk models, are a powerful alternative to classic diffusion models. LSM also have desirable mathematical properties and have close connections with foraging theory, which shows that under many conditions LSM provide an optimal search strategy. These attributes make LSM an appealing conceptual framework for studying movement. The general objective of the proposed research is to test the usefulness of the LSM model for characterizing individual movement behaviours and linking individual variation in movement to population-level patterns in the field. The central hypotheses to be tested are that: (i) leptokurtosis and heavy tails in dispersal kernels can be accounted for without invoking effects of intrapopulation or environmental heterogeneity, (ii) small-scale movement of individuals can be extrapolated to predict population-level redistribution and LDD at larger spatial and temporal scales, and (iii) individual movement behaviour is consistent with an optimal search strategy for intermittent foragers. Stream fish will be used as a study system because their movement can be conveniently modeled along a single spatial dimension. The proposed research will provide rigorous field tests of the LSM model's ability to connect local movements to LDD, project from short-term individual behaviour to population spread, and generate insight on searching behaviour and population heterogeneity in stream fish. Demonstration of improved performance relative to current models should encourage the application of the LSM model to other organisms and environmental contexts, including its use as a management tool for evaluating the role of LDD in population persistence, access to critical habitats, colonization by invasive species, and the spread of disease.