Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models

Tree development is often characterised by complex dependencies between daughter growth units (GUs) deriving from a given mother GU, the so-called sister GUs. These dependencies directly affect the reproductive and vegetative phenological patterns that are at the origin of asynchronisms between adjacent GUs, eventually leading to within-canopy patchiness. These phenomena are rather common on tropical fruit-trees. We introduce new parsimonious statistical models to identify such dependencies. The proposed approach is illustrated on mango tree, a tropical species with a particularly complex timing of development. We focus especially on differences on fates and dates of burst between the daughter GUs issued from a same mother GU.

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Main Authors: Dambreville, Anaëlle, Fernique, Pierre, Pradal, Christophe, Lauri, Pierre-Eric, Normand, Frédéric, Guédon, Yann, Durand, Jean-Baptiste
Format: conference_item biblioteca
Language:eng
Published: Finnish Society of Forest Science
Subjects:U10 - Informatique, mathématiques et statistiques, F62 - Physiologie végétale - Croissance et développement, F50 - Anatomie et morphologie des plantes,
Online Access:http://agritrop.cirad.fr/570086/
http://agritrop.cirad.fr/570086/1/document_570086.pdf
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spelling dig-cirad-fr-5700862023-06-22T16:00:58Z http://agritrop.cirad.fr/570086/ http://agritrop.cirad.fr/570086/ Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models. Dambreville Anaëlle, Fernique Pierre, Pradal Christophe, Lauri Pierre-Eric, Normand Frédéric, Guédon Yann, Durand Jean-Baptiste. 2013. In : Proceedings of the 7th International Conference on Functional-Structural Plant Models (FSPM2013), Saariselkä, Finland, 9-14 June 2013. Eds. Risto Sievänen, Eero Nikinmaa, Christophe Godin, Anna Lintunen, Pekka Nygren. Vantaa : Finnish Society of Forest Science, 210-212. ISBN 978-951-651-408-9 International Conference on Functional-Structural Plant Models. 7, Saariselkä, Finlande, 9 Juin 2013/14 Juin 2013.http://ojs.metla.fi/index.php/fspm2013/article/view/851/816 <http://ojs.metla.fi/index.php/fspm2013/article/view/851/816> Researchers Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models Dambreville, Anaëlle Fernique, Pierre Pradal, Christophe Lauri, Pierre-Eric Normand, Frédéric Guédon, Yann Durand, Jean-Baptiste eng 2013 Finnish Society of Forest Science Proceedings of the 7th International Conference on Functional-Structural Plant Models (FSPM2013), Saariselkä, Finland, 9-14 June 2013 U10 - Informatique, mathématiques et statistiques F62 - Physiologie végétale - Croissance et développement F50 - Anatomie et morphologie des plantes Tree development is often characterised by complex dependencies between daughter growth units (GUs) deriving from a given mother GU, the so-called sister GUs. These dependencies directly affect the reproductive and vegetative phenological patterns that are at the origin of asynchronisms between adjacent GUs, eventually leading to within-canopy patchiness. These phenomena are rather common on tropical fruit-trees. We introduce new parsimonious statistical models to identify such dependencies. The proposed approach is illustrated on mango tree, a tropical species with a particularly complex timing of development. We focus especially on differences on fates and dates of burst between the daughter GUs issued from a same mother GU. conference_item info:eu-repo/semantics/conferenceObject Conference info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/570086/1/document_570086.pdf application/pdf Cirad license info:eu-repo/semantics/restrictedAccess https://agritrop.cirad.fr/mention_legale.html http://ojs.metla.fi/index.php/fspm2013/article/view/851/816 info:eu-repo/semantics/altIdentifier/purl/http://ojs.metla.fi/index.php/fspm2013/article/view/851/816
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
F62 - Physiologie végétale - Croissance et développement
F50 - Anatomie et morphologie des plantes
U10 - Informatique, mathématiques et statistiques
F62 - Physiologie végétale - Croissance et développement
F50 - Anatomie et morphologie des plantes
spellingShingle U10 - Informatique, mathématiques et statistiques
F62 - Physiologie végétale - Croissance et développement
F50 - Anatomie et morphologie des plantes
U10 - Informatique, mathématiques et statistiques
F62 - Physiologie végétale - Croissance et développement
F50 - Anatomie et morphologie des plantes
Dambreville, Anaëlle
Fernique, Pierre
Pradal, Christophe
Lauri, Pierre-Eric
Normand, Frédéric
Guédon, Yann
Durand, Jean-Baptiste
Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
description Tree development is often characterised by complex dependencies between daughter growth units (GUs) deriving from a given mother GU, the so-called sister GUs. These dependencies directly affect the reproductive and vegetative phenological patterns that are at the origin of asynchronisms between adjacent GUs, eventually leading to within-canopy patchiness. These phenomena are rather common on tropical fruit-trees. We introduce new parsimonious statistical models to identify such dependencies. The proposed approach is illustrated on mango tree, a tropical species with a particularly complex timing of development. We focus especially on differences on fates and dates of burst between the daughter GUs issued from a same mother GU.
format conference_item
topic_facet U10 - Informatique, mathématiques et statistiques
F62 - Physiologie végétale - Croissance et développement
F50 - Anatomie et morphologie des plantes
author Dambreville, Anaëlle
Fernique, Pierre
Pradal, Christophe
Lauri, Pierre-Eric
Normand, Frédéric
Guédon, Yann
Durand, Jean-Baptiste
author_facet Dambreville, Anaëlle
Fernique, Pierre
Pradal, Christophe
Lauri, Pierre-Eric
Normand, Frédéric
Guédon, Yann
Durand, Jean-Baptiste
author_sort Dambreville, Anaëlle
title Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
title_short Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
title_full Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
title_fullStr Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
title_full_unstemmed Deciphering mango tree asynchronisms using Markov tree and probabilistic graphical models
title_sort deciphering mango tree asynchronisms using markov tree and probabilistic graphical models
publisher Finnish Society of Forest Science
url http://agritrop.cirad.fr/570086/
http://agritrop.cirad.fr/570086/1/document_570086.pdf
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