Literature DB >> 21470972

A mathematical framework for modelling cambial surface evolution using a level set method.

Damien Sellier1, Michael J Plank, Jonathan J Harrington.   

Abstract

BACKGROUND AND AIMS: During their lifetime, tree stems take a series of successive nested shapes. Individual tree growth models traditionally focus on apical growth and architecture. However, cambial growth, which is distributed over a surface layer wrapping the whole organism, equally contributes to plant form and function. This study aims at providing a framework to simulate how organism shape evolves as a result of a secondary growth process that occurs at the cellular scale.
METHODS: The development of the vascular cambium is modelled as an expanding surface using the level set method. The surface consists of multiple compartments following distinct expansion rules. Growth behaviour can be formulated as a mathematical function of surface state variables and independent variables to describe biological processes. KEY
RESULTS: The model was coupled to an architectural model and to a forest stand model to simulate cambium dynamics and wood formation at the scale of the organism. The model is able to simulate competition between cambia, surface irregularities and local features. Predicting the shapes associated with arbitrarily complex growth functions does not add complexity to the numerical method itself.
CONCLUSIONS: Despite their slenderness, it is sometimes useful to conceive of trees as expanding surfaces. The proposed mathematical framework provides a way to integrate through time and space the biological and physical mechanisms underlying cambium activity. It can be used either to test growth hypotheses or to generate detailed maps of wood internal structure.

Mesh:

Year:  2011        PMID: 21470972      PMCID: PMC3189832          DOI: 10.1093/aob/mcr067

Source DB:  PubMed          Journal:  Ann Bot        ISSN: 0305-7364            Impact factor:   4.357


  7 in total

1.  A fast marching level set method for monotonically advancing fronts.

Authors:  J A Sethian
Journal:  Proc Natl Acad Sci U S A       Date:  1996-02-20       Impact factor: 11.205

2.  A mathematical model of pattern formation in the vascular cambium of trees.

Authors:  Eric M Kramer
Journal:  J Theor Biol       Date:  2002-05-21       Impact factor: 2.691

Review 3.  Modeling plant growth and development.

Authors:  Przemyslaw Prusinkiewicz
Journal:  Curr Opin Plant Biol       Date:  2004-02       Impact factor: 7.834

4.  CAMBIUM, a process-based model of daily xylem development in Eucalyptus.

Authors:  David M Drew; Geoffrey M Downes; Michael Battaglia
Journal:  J Theor Biol       Date:  2010-02-16       Impact factor: 2.691

5.  Function and dynamics of auxin and carbohydrates during earlywood/latewood transition in scots pine.

Authors:  C Uggla; E Magel; T Moritz; B Sundberg
Journal:  Plant Physiol       Date:  2001-04       Impact factor: 8.340

6.  A physiological model of softwood cambial growth.

Authors:  Teemu Hölttä; Harri Mäkinen; Pekka Nöjd; Annikki Mäkelä; Eero Nikinmaa
Journal:  Tree Physiol       Date:  2010-07-26       Impact factor: 4.196

7.  Temporal water deficit and wood formation in Cryptomeria japonica.

Authors:  Hisashi Abe; Takahisa Nakai; Yasuhiro Utsumi; Akira Kagawa
Journal:  Tree Physiol       Date:  2003-08       Impact factor: 4.196

  7 in total
  1 in total

1.  Using functional–structural plant models to study, understand and integrate plant development and ecophysiology.

Authors:  Theodore M DeJong; David Da Silva; Jan Vos; Abraham J Escobar-Gutiérrez
Journal:  Ann Bot       Date:  2011-10       Impact factor: 4.357

  1 in total

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