Modelling the architecture of hazelnut (Corylus avellana) Tonda di Giffoni over two successive years

IF 2.6 Q1 AGRONOMY in silico Plants Pub Date : 2024-05-09 DOI:10.1093/insilicoplants/diae004
F. Grisafi, S. Tombesi, D. Farinelli, E. Costes, J.B. Durand, F. Boudon
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Abstract

Hazelnut (Corylus avellana) cultivation is increasing worldwide. A 3D model of its structure could improve the managerial techniques such as pruning. This study aims to analyse, over two successive years, hazelnut architectural development to implement a functional structural plant model. 104 one-year-old shoots of own-rooted hazelnut trees were selected and analyzed in winter 2020 and 2021. Exploratory analyses, generalized linear models, and multinomial regression models were used to describe the architectural processes. The existence of sylleptic shoots on hazelnut one-year-old shoots, characterized by the presence of the male inflorescence on apical position, was detected. Along proleptic shoots the branching pattern was described by (1) blind nodes located in the proximal part (2) sylleptic shoots and mixed buds in the median part (3) vegetative buds in the distal part. Apical bud died during the growing season, suggesting that Tonda di Giffoni has a sympodial branching. The models revealed dependencies among buds located at the same node, in the case of proleptic shoots. Especially, the probability of a bud to burst depended on both its type (i.e., mixed or vegetative) and the presence of other buds, either mixed or vegetative. Based on these local models and on a flow diagram, which defines the steps that lead to the construction of hazelnut tree architecture, a first functional-structural plant model of hazelnut tree architecture was built. Further experiments will be needed and should be repeated over following years to extend this study toward the juvenility phase and tree architecture over time.
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榛子(Corylus avellana)Tonda di Giffoni 连续两年的结构建模
榛子(Corylus avellana)的种植在全球范围内日益增多。榛子结构的三维模型可以改进修剪等管理技术。本研究旨在分析榛子连续两年的结构发展情况,以实现功能性植物结构模型。在 2020 年和 2021 年冬季,选取并分析了 104 株自根榛树的 1 年生枝条。采用探索性分析、广义线性模型和多项式回归模型来描述建筑过程。研究发现,榛树一年生枝条上存在 "原枝",其特征是雄花序位于顶端位置。沿着原枝的分枝模式是:(1)盲节位于下部;(2)对称芽和混合芽位于中部;(3)无性芽位于上部。顶芽在生长季节死亡,这表明 Tonda di Giffoni 具有合轴分枝。模型显示,在原枝的情况下,位于同一节点的芽之间存在依赖关系。特别是,一个芽爆裂的概率取决于其类型(即混合芽或无性芽)以及是否存在其他芽(混合芽或无性芽)。根据这些局部模型和流程图(该流程图定义了构建榛树结构的步骤),我们建立了第一个榛树结构的功能-结构植物模型。还需要进一步的实验,并应在接下来的几年中重复进行,以便将这项研究扩展到幼树期和随时间变化的树木结构。
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来源期刊
in silico Plants
in silico Plants Agricultural and Biological Sciences-Agronomy and Crop Science
CiteScore
4.70
自引率
9.70%
发文量
21
审稿时长
10 weeks
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