Estimating stop over duration in the presence of trap-effects

Detection probability of individuals is increasingly taken into account during field monitoring schemes and in demographic models. Conversely, it is often taken for granted that trappability of animals will remain fairly constant and broadly similar between individuals present in a given area. However, ani-mals may change their behaviour after being trapped. In this paper, we introduce a new hidden Markovian model to estimate stop over duration in the presence of trap-effects. This model combines nonhomo-geneous Markovian states with semi-Markovian states in the non-observable state process, and simple distributions with first-order Markov chains as observation models. This model generalizes previously proposed models and enables the joint modeling of the time of residence and the trap effect. Two cases are considered, depending on whether or not emigration is time-dependent since arrival. We illustrate the latter with teal Anas crecca wintering in Camargue, Southern France and we demonstrate the importance of handling trap-effects.

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Main Authors: Choquet, Rémi, Guédon, Yann, Besnard, Aurélien, Guillermain, M., Pradel, Roger
Format: article biblioteca
Language:eng
Subjects:U10 - Informatique, mathématiques et statistiques, L20 - Écologie animale, modèle mathématique, modèle de simulation, capture animale, piège, migration animale, canard, oiseau, dynamique des populations, écologie animale, http://aims.fao.org/aos/agrovoc/c_24199, http://aims.fao.org/aos/agrovoc/c_24242, http://aims.fao.org/aos/agrovoc/c_24105, http://aims.fao.org/aos/agrovoc/c_7879, http://aims.fao.org/aos/agrovoc/c_32926, http://aims.fao.org/aos/agrovoc/c_2406, http://aims.fao.org/aos/agrovoc/c_935, http://aims.fao.org/aos/agrovoc/c_6111, http://aims.fao.org/aos/agrovoc/c_427, http://aims.fao.org/aos/agrovoc/c_3081,
Online Access:http://agritrop.cirad.fr/566792/
http://agritrop.cirad.fr/566792/1/document_566792.pdf
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spelling dig-cirad-fr-5667922024-01-28T21:00:19Z http://agritrop.cirad.fr/566792/ http://agritrop.cirad.fr/566792/ Estimating stop over duration in the presence of trap-effects. Choquet Rémi, Guédon Yann, Besnard Aurélien, Guillermain M., Pradel Roger. 2013. Ecological Modelling, 250 : 111-118.https://doi.org/10.1016/j.ecolmodel.2012.11.002 <https://doi.org/10.1016/j.ecolmodel.2012.11.002> Estimating stop over duration in the presence of trap-effects Choquet, Rémi Guédon, Yann Besnard, Aurélien Guillermain, M. Pradel, Roger eng 2013 Ecological Modelling U10 - Informatique, mathématiques et statistiques L20 - Écologie animale modèle mathématique modèle de simulation capture animale piège migration animale canard oiseau dynamique des populations écologie animale http://aims.fao.org/aos/agrovoc/c_24199 http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_24105 http://aims.fao.org/aos/agrovoc/c_7879 http://aims.fao.org/aos/agrovoc/c_32926 http://aims.fao.org/aos/agrovoc/c_2406 http://aims.fao.org/aos/agrovoc/c_935 http://aims.fao.org/aos/agrovoc/c_6111 http://aims.fao.org/aos/agrovoc/c_427 France http://aims.fao.org/aos/agrovoc/c_3081 Detection probability of individuals is increasingly taken into account during field monitoring schemes and in demographic models. Conversely, it is often taken for granted that trappability of animals will remain fairly constant and broadly similar between individuals present in a given area. However, ani-mals may change their behaviour after being trapped. In this paper, we introduce a new hidden Markovian model to estimate stop over duration in the presence of trap-effects. This model combines nonhomo-geneous Markovian states with semi-Markovian states in the non-observable state process, and simple distributions with first-order Markov chains as observation models. This model generalizes previously proposed models and enables the joint modeling of the time of residence and the trap effect. Two cases are considered, depending on whether or not emigration is time-dependent since arrival. We illustrate the latter with teal Anas crecca wintering in Camargue, Southern France and we demonstrate the importance of handling trap-effects. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/566792/1/document_566792.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html https://doi.org/10.1016/j.ecolmodel.2012.11.002 10.1016/j.ecolmodel.2012.11.002 info:eu-repo/semantics/altIdentifier/doi/10.1016/j.ecolmodel.2012.11.002 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1016/j.ecolmodel.2012.11.002
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
modèle mathématique
modèle de simulation
capture animale
piège
migration animale
canard
oiseau
dynamique des populations
écologie animale
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_7879
http://aims.fao.org/aos/agrovoc/c_32926
http://aims.fao.org/aos/agrovoc/c_2406
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_3081
U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
modèle mathématique
modèle de simulation
capture animale
piège
migration animale
canard
oiseau
dynamique des populations
écologie animale
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_7879
http://aims.fao.org/aos/agrovoc/c_32926
http://aims.fao.org/aos/agrovoc/c_2406
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_3081
spellingShingle U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
modèle mathématique
modèle de simulation
capture animale
piège
migration animale
canard
oiseau
dynamique des populations
écologie animale
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_7879
http://aims.fao.org/aos/agrovoc/c_32926
http://aims.fao.org/aos/agrovoc/c_2406
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_3081
U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
modèle mathématique
modèle de simulation
capture animale
piège
migration animale
canard
oiseau
dynamique des populations
écologie animale
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_7879
http://aims.fao.org/aos/agrovoc/c_32926
http://aims.fao.org/aos/agrovoc/c_2406
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_3081
Choquet, Rémi
Guédon, Yann
Besnard, Aurélien
Guillermain, M.
Pradel, Roger
Estimating stop over duration in the presence of trap-effects
description Detection probability of individuals is increasingly taken into account during field monitoring schemes and in demographic models. Conversely, it is often taken for granted that trappability of animals will remain fairly constant and broadly similar between individuals present in a given area. However, ani-mals may change their behaviour after being trapped. In this paper, we introduce a new hidden Markovian model to estimate stop over duration in the presence of trap-effects. This model combines nonhomo-geneous Markovian states with semi-Markovian states in the non-observable state process, and simple distributions with first-order Markov chains as observation models. This model generalizes previously proposed models and enables the joint modeling of the time of residence and the trap effect. Two cases are considered, depending on whether or not emigration is time-dependent since arrival. We illustrate the latter with teal Anas crecca wintering in Camargue, Southern France and we demonstrate the importance of handling trap-effects.
format article
topic_facet U10 - Informatique, mathématiques et statistiques
L20 - Écologie animale
modèle mathématique
modèle de simulation
capture animale
piège
migration animale
canard
oiseau
dynamique des populations
écologie animale
http://aims.fao.org/aos/agrovoc/c_24199
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_24105
http://aims.fao.org/aos/agrovoc/c_7879
http://aims.fao.org/aos/agrovoc/c_32926
http://aims.fao.org/aos/agrovoc/c_2406
http://aims.fao.org/aos/agrovoc/c_935
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_427
http://aims.fao.org/aos/agrovoc/c_3081
author Choquet, Rémi
Guédon, Yann
Besnard, Aurélien
Guillermain, M.
Pradel, Roger
author_facet Choquet, Rémi
Guédon, Yann
Besnard, Aurélien
Guillermain, M.
Pradel, Roger
author_sort Choquet, Rémi
title Estimating stop over duration in the presence of trap-effects
title_short Estimating stop over duration in the presence of trap-effects
title_full Estimating stop over duration in the presence of trap-effects
title_fullStr Estimating stop over duration in the presence of trap-effects
title_full_unstemmed Estimating stop over duration in the presence of trap-effects
title_sort estimating stop over duration in the presence of trap-effects
url http://agritrop.cirad.fr/566792/
http://agritrop.cirad.fr/566792/1/document_566792.pdf
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