Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies

Species in comparative demography studies often have a common phylogenetic or evolutionary ancestry and hence, they cannot fully be treated as independent samples in the statistical analysis. Although the serious implication of ignoring phylogeny has long been recognized, no attempt has been made so far to account for the lack of statistical independence due to phylogeny in multi-species mark-recapture comparative demography studies. In this paper, we propose a Bayesian hierarchical model that explicitly accounts for phylogenetic dependence among species, and to correct for imperfect detection, which is a common phenomenon in free-ranging species. We illustrate the method using individual mark-recapture data collected from 16 seabird species of the order Procellariiformes. Data on body mass and phylogeny of these species are compiled from literature. We investigate the relationship between adult survival and body mass with and without accounting for phylogeny. If we ignore phylogeny, we obtain a positive survival-body mass relationship. However, this relationship is no longer statistically significant once phylogenetic dependence is taken into account, implying that survival may actually depend on an unmeasured variable that is correlated with body mass due to a shared dependence on phylogeny. The proposed model allows the integration of multi-species mark-recapture data and phylogenetic information, and it is therefore a valuable tool in ecological and evolutionary biology.

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Main Authors: Abadi, Fitsum, Barbraud, Christophe, Besson, Dominique, Bried, Joël, Crochet, Pierre-André, Delord, Karine, Forcada, Jaume, Grosbois, Vladimir, Phillips, Richard A., Sagar, Paul, Thompson, Paul M., Waugh, Susan, Weimerskirch, Henri, Wood, Andrew G., Gimenez, Olivier
Format: article biblioteca
Language:eng
Subjects:U10 - Informatique, mathématiques et statistiques, L20 - Écologie animale, oiseau, évolution, Procellariiformes, population animale, dynamique des populations, capture animale, poids corporel, écologie animale, phylogénie, modèle mathématique, méthode statistique, http://aims.fao.org/aos/agrovoc/c_935, http://aims.fao.org/aos/agrovoc/c_2745, http://aims.fao.org/aos/agrovoc/c_6194, http://aims.fao.org/aos/agrovoc/c_435, http://aims.fao.org/aos/agrovoc/c_6111, http://aims.fao.org/aos/agrovoc/c_24105, http://aims.fao.org/aos/agrovoc/c_15846, http://aims.fao.org/aos/agrovoc/c_427, http://aims.fao.org/aos/agrovoc/c_13325, http://aims.fao.org/aos/agrovoc/c_24199, http://aims.fao.org/aos/agrovoc/c_7377,
Online Access:http://agritrop.cirad.fr/572144/
http://agritrop.cirad.fr/572144/1/document_572144.pdf
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spelling dig-cirad-fr-5721442024-01-28T21:51:04Z http://agritrop.cirad.fr/572144/ http://agritrop.cirad.fr/572144/ Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies. Abadi Fitsum, Barbraud Christophe, Besson Dominique, Bried Joël, Crochet Pierre-André, Delord Karine, Forcada Jaume, Grosbois Vladimir, Phillips Richard A., Sagar Paul, Thompson Paul M., Waugh Susan, Weimerskirch Henri, Wood Andrew G., Gimenez Olivier. 2014. Ecological Modelling, 273 : 236-241.https://doi.org/10.1016/j.ecolmodel.2013.11.017 <https://doi.org/10.1016/j.ecolmodel.2013.11.017> Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies Abadi, Fitsum Barbraud, Christophe Besson, Dominique Bried, Joël Crochet, Pierre-André Delord, Karine Forcada, Jaume Grosbois, Vladimir Phillips, Richard A. Sagar, Paul Thompson, Paul M. Waugh, Susan Weimerskirch, Henri Wood, Andrew G. Gimenez, Olivier eng 2014 Ecological Modelling U10 - Informatique, mathématiques et statistiques L20 - Écologie animale oiseau évolution Procellariiformes population animale dynamique des populations capture animale poids corporel écologie animale phylogénie modèle mathématique méthode statistique http://aims.fao.org/aos/agrovoc/c_935 http://aims.fao.org/aos/agrovoc/c_2745 http://aims.fao.org/aos/agrovoc/c_6194 http://aims.fao.org/aos/agrovoc/c_435 http://aims.fao.org/aos/agrovoc/c_6111 http://aims.fao.org/aos/agrovoc/c_24105 http://aims.fao.org/aos/agrovoc/c_15846 http://aims.fao.org/aos/agrovoc/c_427 http://aims.fao.org/aos/agrovoc/c_13325 http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_7377 Species in comparative demography studies often have a common phylogenetic or evolutionary ancestry and hence, they cannot fully be treated as independent samples in the statistical analysis. Although the serious implication of ignoring phylogeny has long been recognized, no attempt has been made so far to account for the lack of statistical independence due to phylogeny in multi-species mark-recapture comparative demography studies. In this paper, we propose a Bayesian hierarchical model that explicitly accounts for phylogenetic dependence among species, and to correct for imperfect detection, which is a common phenomenon in free-ranging species. We illustrate the method using individual mark-recapture data collected from 16 seabird species of the order Procellariiformes. Data on body mass and phylogeny of these species are compiled from literature. We investigate the relationship between adult survival and body mass with and without accounting for phylogeny. If we ignore phylogeny, we obtain a positive survival-body mass relationship. However, this relationship is no longer statistically significant once phylogenetic dependence is taken into account, implying that survival may actually depend on an unmeasured variable that is correlated with body mass due to a shared dependence on phylogeny. The proposed model allows the integration of multi-species mark-recapture data and phylogenetic information, and it is therefore a valuable tool in ecological and evolutionary biology. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/572144/1/document_572144.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1016/j.ecolmodel.2013.11.017 10.1016/j.ecolmodel.2013.11.017 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.ecolmodel.2013.11.017 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.ecolmodel.2013.11.017
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
oiseau
évolution
Procellariiformes
population animale
dynamique des populations
capture animale
poids corporel
écologie animale
phylogénie
modèle mathématique
méthode statistique
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_2745
http://aims.fao.org/aos/agrovoc/c_6194
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_15846
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_13325
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_7377
U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
oiseau
évolution
Procellariiformes
population animale
dynamique des populations
capture animale
poids corporel
écologie animale
phylogénie
modèle mathématique
méthode statistique
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_2745
http://aims.fao.org/aos/agrovoc/c_6194
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_15846
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_13325
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_7377
spellingShingle U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
oiseau
évolution
Procellariiformes
population animale
dynamique des populations
capture animale
poids corporel
écologie animale
phylogénie
modèle mathématique
méthode statistique
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_2745
http://aims.fao.org/aos/agrovoc/c_6194
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_15846
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_13325
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_7377
U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
oiseau
évolution
Procellariiformes
population animale
dynamique des populations
capture animale
poids corporel
écologie animale
phylogénie
modèle mathématique
méthode statistique
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_2745
http://aims.fao.org/aos/agrovoc/c_6194
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_15846
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_13325
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_7377
Abadi, Fitsum
Barbraud, Christophe
Besson, Dominique
Bried, Joël
Crochet, Pierre-André
Delord, Karine
Forcada, Jaume
Grosbois, Vladimir
Phillips, Richard A.
Sagar, Paul
Thompson, Paul M.
Waugh, Susan
Weimerskirch, Henri
Wood, Andrew G.
Gimenez, Olivier
Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
description Species in comparative demography studies often have a common phylogenetic or evolutionary ancestry and hence, they cannot fully be treated as independent samples in the statistical analysis. Although the serious implication of ignoring phylogeny has long been recognized, no attempt has been made so far to account for the lack of statistical independence due to phylogeny in multi-species mark-recapture comparative demography studies. In this paper, we propose a Bayesian hierarchical model that explicitly accounts for phylogenetic dependence among species, and to correct for imperfect detection, which is a common phenomenon in free-ranging species. We illustrate the method using individual mark-recapture data collected from 16 seabird species of the order Procellariiformes. Data on body mass and phylogeny of these species are compiled from literature. We investigate the relationship between adult survival and body mass with and without accounting for phylogeny. If we ignore phylogeny, we obtain a positive survival-body mass relationship. However, this relationship is no longer statistically significant once phylogenetic dependence is taken into account, implying that survival may actually depend on an unmeasured variable that is correlated with body mass due to a shared dependence on phylogeny. The proposed model allows the integration of multi-species mark-recapture data and phylogenetic information, and it is therefore a valuable tool in ecological and evolutionary biology.
format article
topic_facet U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
oiseau
évolution
Procellariiformes
population animale
dynamique des populations
capture animale
poids corporel
écologie animale
phylogénie
modèle mathématique
méthode statistique
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_2745
http://aims.fao.org/aos/agrovoc/c_6194
http://aims.fao.org/aos/agrovoc/c_435
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_15846
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_13325
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_7377
author Abadi, Fitsum
Barbraud, Christophe
Besson, Dominique
Bried, Joël
Crochet, Pierre-André
Delord, Karine
Forcada, Jaume
Grosbois, Vladimir
Phillips, Richard A.
Sagar, Paul
Thompson, Paul M.
Waugh, Susan
Weimerskirch, Henri
Wood, Andrew G.
Gimenez, Olivier
author_facet Abadi, Fitsum
Barbraud, Christophe
Besson, Dominique
Bried, Joël
Crochet, Pierre-André
Delord, Karine
Forcada, Jaume
Grosbois, Vladimir
Phillips, Richard A.
Sagar, Paul
Thompson, Paul M.
Waugh, Susan
Weimerskirch, Henri
Wood, Andrew G.
Gimenez, Olivier
author_sort Abadi, Fitsum
title Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
title_short Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
title_full Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
title_fullStr Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
title_full_unstemmed Importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
title_sort importance of accounting for phylogenetic dependence in multi-species mark-recapture studies
url http://agritrop.cirad.fr/572144/
http://agritrop.cirad.fr/572144/1/document_572144.pdf
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