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.

Saved in:
Bibliographic Details
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
Tags: Add Tag
No Tags, Be the first to tag this record!