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Study of Branching Responses of One Year Old Branches of Apple Trees to Heading Using Hidden Semi-Markov Chains

机译:用隐式半马尔可夫链研究一岁苹果树分支对抽穗的响应

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A model of branching structures of apple trees (Malus domestica cv. Fuji) in an intensive orchard for different levels of heading intensities is presented. The model, based on a statistical analysis, essentially simulates the numbers and distributions of the axillary production along one-year-old parent branches using the Hidden Semi-Markov Chain (HSMC), and has been validated against observed data with excellent results. A numerical study was made for simulating the heading effects on the branching response of one-year-old branches of apple trees. With different levels of heading schemes, our results show that (a) the proportion of axillary budbreak in heavy heading and severe heading was significantly different from that in light heading and moderate heading, (b) the proportion of the long shoot in heavy and severe heading was more than the medium shoot, while the medium shoot was more for the moderate heading and light heading, and (c) the numbers of latent buds along the parent branch for light heading were higher than heavy and moderate heading. The modeling method of this paper aims at providing a quantitative tool for orchard management, particularly with regard to pruning practices.
机译:提出了在密集果园中不同抽穗水平的苹果树(Malus domestica cv。Fuji)的分支结构模型。该模型基于统计分析,使用隐藏的半马尔可夫链(HSMC)本质上模拟了沿一岁父级分支的腋生产品的数量和分布,并已针对观察到的数据进行了验证,结果极佳。进行了数值研究,以模拟抽穗期对一岁苹果树分支响应的影响。在不同级别的抽穗方案下,我们的结果表明:(a)重抽穗和重抽穗中腋芽的比例与轻抽穗和中度抽穗的比例显着不同;(b)长枝在重度和重度中的比例抽穗比中等枝条更多,而中等枝条和轻枝条的枝条更多,(c)轻枝条沿母枝的潜芽数高于重枝条和中等枝条。本文的建模方法旨在为果园管理提供定量工具,尤其是在修剪实践方面。

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