Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud

Autores
Dalziel, Benjamin D.; Morales, Juan Manuel; Fryxell, John M.
Año de publicación
2010
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Analyzing animal movement can provide a useful perspective on the interface between landscape patterns and individual behavior (Patterson et al. 2008; Schick et al. 2008). In Dalziel et al. (2008) we proposed a method of fitting dynamic movement models to trajectory and landscape data. The goal was to explore how disparate landscape-behavior processes combine to generate animal movement patterns. As an example of the approach, we used a genetic algorithm (GA) to fit artificial neural network (ANN) models to observations of elk (Cervus canadensis) movement.
Fil: Dalziel, Benjamin D.. Cornell University; Estados Unidos
Fil: Morales, Juan Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones en Biodiversidad y Medioambiente. Universidad Nacional del Comahue. Centro Regional Universidad Bariloche. Instituto de Investigaciones en Biodiversidad y Medioambiente; Argentina
Fil: Fryxell, John M.. University of Guelph; Canadá
Materia
ANIMAL MOVEMENT
ARTIFICIAL NEURAL NETWORKS
MODEL SELECTION
MODEL FITTING
PROBES
Nivel de accesibilidad
acceso abierto
Condiciones de uso
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
Repositorio
CONICET Digital (CONICET)
Institución
Consejo Nacional de Investigaciones Científicas y Técnicas
OAI Identificador
oai:ri.conicet.gov.ar:11336/277113
Acceder
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spelling Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and CaillaudDalziel, Benjamin D.Morales, Juan ManuelFryxell, John M.ANIMAL MOVEMENTARTIFICIAL NEURAL NETWORKSMODEL SELECTIONMODEL FITTINGPROBEShttps://purl.org/becyt/ford/1.6https://purl.org/becyt/ford/1Analyzing animal movement can provide a useful perspective on the interface between landscape patterns and individual behavior (Patterson et al. 2008; Schick et al. 2008). In Dalziel et al. (2008) we proposed a method of fitting dynamic movement models to trajectory and landscape data. The goal was to explore how disparate landscape-behavior processes combine to generate animal movement patterns. As an example of the approach, we used a genetic algorithm (GA) to fit artificial neural network (ANN) models to observations of elk (Cervus canadensis) movement.Fil: Dalziel, Benjamin D.. Cornell University; Estados UnidosFil: Morales, Juan Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones en Biodiversidad y Medioambiente. Universidad Nacional del Comahue. Centro Regional Universidad Bariloche. Instituto de Investigaciones en Biodiversidad y Medioambiente; ArgentinaFil: Fryxell, John M.. University of Guelph; CanadáUniversity of Chicago Press2010-03info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/277113Dalziel, Benjamin D.; Morales, Juan Manuel; Fryxell, John M.; Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud; University of Chicago Press; American Naturalist; 175; 6; 3-2010; 762-7640003-0147CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/url/https://www.journals.uchicago.edu/doi/10.1086/652521info:eu-repo/semantics/altIdentifier/doi/10.1086/652521info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-12-23T13:20:52Zoai:ri.conicet.gov.ar:11336/277113instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-12-23 13:20:53.208CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse
dc.title.none.fl_str_mv Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
title Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
spellingShingle Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
Dalziel, Benjamin D.
ANIMAL MOVEMENT
ARTIFICIAL NEURAL NETWORKS
MODEL SELECTION
MODEL FITTING
PROBES
title_short Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
title_full Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
title_fullStr Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
title_full_unstemmed Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
title_sort Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud
dc.creator.none.fl_str_mv Dalziel, Benjamin D.
Morales, Juan Manuel
Fryxell, John M.
author Dalziel, Benjamin D.
author_facet Dalziel, Benjamin D.
Morales, Juan Manuel
Fryxell, John M.
author_role author
author2 Morales, Juan Manuel
Fryxell, John M.
author2_role author
author
dc.subject.none.fl_str_mv ANIMAL MOVEMENT
ARTIFICIAL NEURAL NETWORKS
MODEL SELECTION
MODEL FITTING
PROBES
topic ANIMAL MOVEMENT
ARTIFICIAL NEURAL NETWORKS
MODEL SELECTION
MODEL FITTING
PROBES
purl_subject.fl_str_mv https://purl.org/becyt/ford/1.6
https://purl.org/becyt/ford/1
dc.description.none.fl_txt_mv Analyzing animal movement can provide a useful perspective on the interface between landscape patterns and individual behavior (Patterson et al. 2008; Schick et al. 2008). In Dalziel et al. (2008) we proposed a method of fitting dynamic movement models to trajectory and landscape data. The goal was to explore how disparate landscape-behavior processes combine to generate animal movement patterns. As an example of the approach, we used a genetic algorithm (GA) to fit artificial neural network (ANN) models to observations of elk (Cervus canadensis) movement.
Fil: Dalziel, Benjamin D.. Cornell University; Estados Unidos
Fil: Morales, Juan Manuel. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto de Investigaciones en Biodiversidad y Medioambiente. Universidad Nacional del Comahue. Centro Regional Universidad Bariloche. Instituto de Investigaciones en Biodiversidad y Medioambiente; Argentina
Fil: Fryxell, John M.. University of Guelph; Canadá
description Analyzing animal movement can provide a useful perspective on the interface between landscape patterns and individual behavior (Patterson et al. 2008; Schick et al. 2008). In Dalziel et al. (2008) we proposed a method of fitting dynamic movement models to trajectory and landscape data. The goal was to explore how disparate landscape-behavior processes combine to generate animal movement patterns. As an example of the approach, we used a genetic algorithm (GA) to fit artificial neural network (ANN) models to observations of elk (Cervus canadensis) movement.
publishDate 2010
dc.date.none.fl_str_mv 2010-03
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/11336/277113
Dalziel, Benjamin D.; Morales, Juan Manuel; Fryxell, John M.; Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud; University of Chicago Press; American Naturalist; 175; 6; 3-2010; 762-764
0003-0147
CONICET Digital
CONICET
url http://hdl.handle.net/11336/277113
identifier_str_mv Dalziel, Benjamin D.; Morales, Juan Manuel; Fryxell, John M.; Fitting Dynamic Models to Animal Movement Data: The Importance of Probes for Model Selection, a Reply to Franz and Caillaud; University of Chicago Press; American Naturalist; 175; 6; 3-2010; 762-764
0003-0147
CONICET Digital
CONICET
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/altIdentifier/url/https://www.journals.uchicago.edu/doi/10.1086/652521
info:eu-repo/semantics/altIdentifier/doi/10.1086/652521
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv University of Chicago Press
publisher.none.fl_str_mv University of Chicago Press
dc.source.none.fl_str_mv reponame:CONICET Digital (CONICET)
instname:Consejo Nacional de Investigaciones Científicas y Técnicas
reponame_str CONICET Digital (CONICET)
collection CONICET Digital (CONICET)
instname_str Consejo Nacional de Investigaciones Científicas y Técnicas
repository.name.fl_str_mv CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas
repository.mail.fl_str_mv dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar
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