桃树修剪分枝模式的模拟

在不同修剪手法下,对栽培桃树(Prunuspersica(L.)Batsch)不同母枝上的分枝模式进行了比较研究。从分枝模式来看修剪后的母枝基本由3个不同的区域组成,基部是不萌发的潜伏芽形成的未分枝区域;中部是延迟分枝和多次分枝组成的分枝区域(主要的枝条类型有短枝、长枝和多次枝);顶部是被剪除的部分。我们通过隐式半马尔可夫模型来模拟这一分枝模式,主要是定量描述1次枝和多次枝在母枝上的数量及其分布状况。在上述模型中,未分枝区、延迟分枝区和多次分枝区称为瞬时态,被剪除的部分称为吸收态。模拟的结果与观察的结果进行对比后发现,两者具有很好的一致性。这说明隐式半马尔可夫模型是模拟植物分枝过程的一种有效方法,尽管隐式半马尔可夫链模型只是一个描述性的模型,但仍能对其所描述的生物现象进行解释,在预测修剪手法对母枝分枝模式影响方面比传统的方法具有明显的优势。本研究结果是建立三维虚拟桃树树冠分枝结构的基础。

Modeling the Branching Patterns of Peach Tree Branches (Prunus persica) After Being Pruned

The shoot branching patterns of the two-year-old branches of peach trees (Prunus persica(L.) Batsch cv. Elberta) were compared with different pruning measures. The branches were divided into abasal non-branching zone, a proleptic branching zone, a sylleptic branching zone and the part removed. Weused the hidden semi-Markov model to capture the branching patterns. The final results showed thattheoretical probability distributions of diverse lateral shoots of the parent branches calculated on the basisof the parameters of the hidden semi-Markov chain model were in good agreement with probabilitiesextracted from the observed data. This paper described the quantitative effects of pruning on branchingarchitecture of a parent branch, taking into account of branch morphology. Results suggest that thehidden semi-Markov model could be used as an effective tool to describe the branching patterns. Inaddition, the application of hidden semi-Markov models to predict the effects of pruning on peach treebranching pattern based on growth parameters was discussed.