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Simulation of tree growth for three almond cultivars with contrasting architecture with the L-ALMOND model

机译:用L-Almond模型模拟三种杏仁品种树木生长的模拟

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摘要

The L-PEACH and L-ALMOND models use L-systems to simulate the architectural development and carbohydrate dynamics (assimilation, transport, distribution, storage and remobilization) of growing peach and almond trees, respectively. The models were ableto successfully simulate tree growth and development and produce realistic estimates of tree size, structure and productivity over several years after planting, but always only for a specific cultivar. We here show how L-ALMOND can be adapted to simulate the architectural growth of three cultivars ('Nonpareil', 'Aldrich', and 'Winters') differing in tree architecture after three steps for each cultivar: i) inclusion of specific shoot architectures for six types of shoots (watersprouts, long, medium-long, medium, medium-short, and small shoots). Branching patterns and flowering occurrence for each type of shoot were previously assessed by developing hidden semi-Markov statistical models based on field research. Spur morphology was the same. Very different patterns emerged of sylleptic shoot production from lateral meristems on watersprouts, long, and medium-long shoots. 'Aldrich' and 'Winters' produced many more sylleptic shoots than 'Nonpareil'. No sylleptic shoot growth appeared from medium, medium-short, and small shoots in any cultivar; ii) definition of the type of shoot derived from a sylleptic shoot. In 'Aldrich' and 'Winters' most sylleptic shoots were spurs and short shoots, respectively, while in 'Nonpareil' their length varied widely (spurs, small, medium-short, and medium shoots); and iii) adjustment of a parameter to modify shoot bending to simulate differences in growth habit observed in the field. 'Aldrich' was more erect than 'Winters' and 'Nonpareil'. After modifications, L-ALMOND 3-dimensional tree simulations were similar to actual pictures of field trees, demonstrating how different shoot architectures result in different tree architectures over time, and especially the role that sylleptic shoot production plays in determining final tree architecture in almond.
机译:L-Peach和L-Almond模型使用L-Systems分别模拟生长桃和杏仁树的建筑开发和碳水化合物动力学(同化,运输,分布,储存和重组)。该模型是ABLETO成功模拟树木增长和开发,并在种植后几年内产生了树尺寸,结构和生产力的现实估计,但总是仅适用于特定品种。我们在这里展示了L-Almond如何适应三个品种的建筑增长('非泊糖','aldrich'和'冬季')在每种品种的三个步骤后的树立建筑中的不同之处在于:i)包含特定的射击架构六种类型的射击(水域普拉特,长,中长,中等,中等短,小枝条)。先前通过基于现场研究的半马尔可夫统计模型来评估每种拍摄的分支模式和开花发生。刺激形态是一样的。从水石射出的横向营销,长期和中长射击的横向分发放中出现了非常不同的模式。 'Aldrich'和'冬天'生产了比“非活泼”产生了更多的霉菌射击。任何品种中,没有豆类疫苗增长出现在中等,中短和小枝条中; ii)源自西门枝芽的类型的定义。在'Aldrich'和'冬季的大多数豆类疫苗中分别是马刺和短枝,而在“非活泼”中的长度广泛变化(马刺,小,中短和中枝); III)调整参数以修改拍摄弯曲以模拟场上观察到的生长习惯的差异。 'Aldrich'比“冬天”和“非巴里尔”更加直立。修改后,L-Almond 3维树仿真类似于现场树的实际图片,展示了不同的拍摄架构随着时间的推移结果,特别是Sylpe拍摄生产在确定杏仁中的最终树架构中的角色。

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