Mathieu Amélie, Cournède Paul-Henry, Barthélémy Daniel, de Reffye Philippe
Ecole Centrale Paris, Laboratoire de Mathématiques Appliquées aux Systèmes, Grande Voie des Vignes, 92295 Chatenay Malabry, France.
Ann Bot. 2008 May;101(8):1233-42. doi: 10.1093/aob/mcm171. Epub 2007 Aug 22.
To model plasticity of plants in their environment, a new version of the functional-structural model GREENLAB has been developed with full interactions between architecture and functioning. Emergent properties of this model were revealed by simulations, in particular the automatic generation of rhythms in plant development. Such behaviour can be observed in natural phenomena such as the appearance of fruit (cucumber or capsicum plants, for example) or branch formation in trees.
In the model, a single variable, the source-sink ratio controls different events in plant architecture. In particular, the number of fruits and branch formation are determined as increasing functions of this ratio. For some sets of well-chosen parameters of the model, the dynamical evolution of the ratio during plant growth generates rhythms.
Cyclic patterns in branch formation or fruit appearance emerge without being forced by the model. The model is based on the theory of discrete dynamical systems. The mathematical formalism helps us to explain rhythm generation and to control the behaviour of the system. Rhythms can appear during both the exponential and stabilized phases of growth, but the causes are different as shown by an analytical study of the system. Simulated plant behaviours are very close to those observed on real plants. With a small number of parameters, the model gives very interesting results from a qualitative point of view. It will soon be subjected to experimental data to estimate the model parameters.
为了模拟植物在其环境中的可塑性,已开发出功能-结构模型GREENLAB的新版本,该模型考虑了结构与功能之间的完全相互作用。通过模拟揭示了该模型的涌现特性,特别是植物发育过程中节律的自动生成。这种行为可以在自然现象中观察到,例如果实的出现(例如黄瓜或辣椒植株)或树木中树枝的形成。
在该模型中,一个单一变量,即源-库比控制着植物结构中的不同事件。特别是,果实数量和树枝形成被确定为该比率的递增函数。对于模型的一些精心选择的参数集,植物生长过程中该比率的动态演变会产生节律。
树枝形成或果实出现的循环模式在没有模型强制的情况下出现。该模型基于离散动力系统理论。数学形式主义有助于我们解释节律的产生并控制系统的行为。节律可以在生长的指数期和稳定期出现,但如对系统的分析研究所表明的,其原因不同。模拟的植物行为与在真实植物上观察到的行为非常接近。该模型用少量参数从定性角度给出了非常有趣的结果。它很快将接受实验数据以估计模型参数。