Deciphering the ontogeny of a sympodial tree

This paper addresses the identification and characterization of developmental patterns in the whole structure of a sympodial species, the apple tree. Dedicated stochastic models (hidden variable-order Markov chains) were used to (i) categorise growth units (GUs) on the basis of their morphological characteristics (number of nodes and presence/absence of flowering) and position along axes, (ii) analyse dependencies between successive GUs and (iii) identify repeated patterns in GU sequences. Two successive phases, referred to as “adolescent” and “adult”, were identified in two apple tree cultivars. In the adolescent phase, “very” long monocyclic GUs were followed by long polycyclic GUs, whereas in the adult phase medium GUs were preferentially followed by short GUs. Flowering GUs constituted a preferential pathway between vegetative GUs of decreasing vigour (long, medium and short) and generated patterns that were interpreted with respect to fruiting regularity. The proposed modelling gave a global and quantitative picture of the two-scale structuring of apple tree ontogeny: a coarse scale corresponding to the succession of the previously mentioned phases and a fine scale corresponding to the alternation between flowering and vegetative GUs. This led us to propose a synthetic scheme of apple tree ontogeny that combines growth phases, polycyclism and flowering, and which could be transposed to other sympodial trees.

[1]  T. Dejong,et al.  Crop load and water stress effects on daily stem growth in peach (Prunus persica). , 1997, Tree physiology.

[2]  Maurizio Mencuccini,et al.  Tree height and age-related decline in growth in Scots pine (Pinus sylvestris L.) , 2006, Oecologia.

[3]  Christophe Godin,et al.  Similarities and gradients in growth unit branching patterns during ontogeny in "Fuji" apple trees: a stochastic approach. , 2006, Journal of experimental botany.

[4]  Neri Merhav,et al.  Hidden Markov processes , 2002, IEEE Trans. Inf. Theory.

[5]  F. Stampar,et al.  Stability of the annual shoot diameter in Persian walnut: a case study of different morphotypes and years , 2006, Trees.

[6]  M. Cannell,et al.  Attributes of trees as crop plants , 1985 .

[7]  E. Goldschmidt,et al.  Estimating the cost of flowering in a grapefruit tree , 1998 .

[8]  H Sinoquet,et al.  Exploring within-tree architectural development of two apple tree cultivars over 6 years. , 2003, Annals of botany.

[9]  Y. Guédon,et al.  Identifying ontogenetic, environmental and individual components of forest tree growth. , 2009, Annals of botany.

[10]  P. Bühlmann,et al.  Variable Length Markov Chains: Methodology, Computing, and Software , 2004 .

[11]  M. Cannell,et al.  Dry matter partitioning in tree crops , 1985 .

[12]  J. Wilkie,et al.  Regulation of floral initiation in horticultural trees. , 2008, Journal of experimental botany.

[13]  Prof. Dr. Francis Hallé,et al.  Tropical Trees and Forests , 1978, Springer Berlin Heidelberg.

[14]  Lucie Maillette The value of meristem states, as estimated by a discrete-time Markov chain , 1990 .

[15]  F. Bongers,et al.  MODULE RESPONSES IN A TROPICAL FOREST TREE ANALYZED WITH A MATRIX MODEL , 2003 .

[16]  Imre Csiszár,et al.  Context tree estimation for not necessarily finite memory processes, via BIC and MDL , 2005, IEEE Transactions on Information Theory.

[17]  Przemyslaw Prusinkiewicz,et al.  Simulation of apple tree development using mixed statistical and Biomechanical models , 2007 .

[18]  Przemyslaw Prusinkiewicz,et al.  MAppleT: simulation of apple tree development using mixed stochastic and biomechanical models. , 2008, Functional plant biology : FPB.

[19]  Y. Guédon,et al.  Pattern analysis in branching and axillary flowering sequences. , 2001, Journal of theoretical biology.

[20]  Michael I. Miller,et al.  Pattern Theory: From Representation to Inference , 2007 .

[21]  Dana Ron,et al.  The power of amnesia: Learning probabilistic automata with variable memory length , 1996, Machine Learning.

[22]  Nellie Clarke Brown Trees , 1896, Savage Dreams.

[23]  P. W. Barlow,et al.  Positional Controls in Plant Development , 1984 .

[24]  Przemyslaw Prusinkiewicz,et al.  Integrating simulation of architectural development and source-sink behaviour of peach trees by incorporating Markov chains and physiological organ function submodels into L-PEACH. , 2008, Functional plant biology : FPB.

[25]  K. Gould,et al.  Vegetative Architecture of Elaeocarpus hookerianus. Transition from Juvenile to Adult , 1997 .

[26]  D. Barthélémy,et al.  Plant architecture: a dynamic, multilevel and comprehensive approach to plant form, structure and ontogeny. , 2007, Annals of botany.

[27]  Pierre-Eric Lauri,et al.  Genotypic differences in the axillary bud growth and fruiting pattern of apple fruiting branches over several years : an approach to regulation of fruit bearing , 1995 .

[28]  A. Suzuki Influence of shoot architectural position on shoot growth and branching patterns in Cleyera japonica. , 2002, Tree physiology.

[29]  K. Bangerth Floral induction in mature, perennial angiosperm fruit trees: Similarities and discrepancies with annual/biennial plants and the involvement of plant hormones , 2009 .

[30]  J-B Durand,et al.  F F S S P P M M 0 0 4 4 Oral Presentations -session 2 Analysis of the Plant Architecture via Tree-structured Statistical Models: the Hidden Markov Trees , 2022 .

[31]  A. Lacointe,et al.  Étude biologique et biochimique du déterminisme de la croissance rythmique du chêne pédonculé (Quercus robur L). Effets de l'ablation des feuilles , 1990 .

[32]  W. Hackett Juvenility, Maturation, and Rejuvenation in Woody Plants , 2011 .

[33]  Pierre-Éric Lauri From Tree Architecture to Tree Training – An Overview of Recent Concepts Developed in Apple in France , 2002 .

[34]  James White,et al.  THE PLANT AS A METAPOPULATION , 1979 .

[35]  Yves Caraglio,et al.  Analyzing growth components in trees. , 2007, Journal of theoretical biology.

[36]  Daniel Barthélémy,et al.  Growth Dynamics and Morphology of Annual Shoots, According to their Architectural Position, in Young Cedrus atlantica (Endl.) Manetti ex Carrière (Pinaceae) , 1999 .

[37]  Evolutionary correlations of polycyclic shoot growth in Acer (Sapindaceae). , 2007, American journal of botany.