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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Finnish Society of Forest Science
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Subjects: | U10 - Informatique, mathématiques et statistiques, F62 - Physiologie végétale - Croissance et développement, F50 - Anatomie et morphologie des plantes, |
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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 |
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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 |
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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 |
work_keys_str_mv |
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1769605093309546496 |