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Biomass-Based Rapeseed (Brassica napus) Pod Morphological Model

机译:基于生物质的油菜籽荚形态模型

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摘要

The rapeseed pod number is one of the major components for rapeseed yield. Pod morphology plays an important role in rapeseed plant development and function. In this paper, we studied the quantitative relationships between rapeseed pod architecture indices and the corresponding organ biomass, and presented a biomass-based model of pod geometric parameters of rapeseed (Brassica napus L.), designed to explain effects of cultivars and environmental conditions on rapeseed pods morphogenesis. Various model variables, such as pod length, pod diameter, pod angles, and corresponding organ biomass. The models were validated with the independent experiment data, and the results suggested that these variables in rapeseed were remarkably consistent in observation and simulation. The partitioning coefficient values of pod biomass (CPPB) had a significant level at p<0.001, and the RMSE values, and the da values were 0.077 g g-1, and 0.015 g g-1 (n=62), respectively. In our descriptive models have a good mechanism and interpretation; the ratio of pod body length to pod biomass (RPLW); the ratio of the pod stalk tangent angle (RPSTW), and the ratio of the pod stalk and body angle (RPSBW) were analyzed initially, which are able to correlate the organ biomass with its morphogenesis. Thus, the growth model can be associated with the morphological model via the organ biomass, and the Functional Structural Rapeseed Models (FSRMs) have been expanded.
机译:油菜籽荚数是油菜籽产量的主要组成部分之一。豆荚形态在油菜植物发育和功能中起重要作用。在本文中,我们研究了油菜籽荚结构指标与相应器官生物量之间的定量关系,并提出了一种基于生物量的油菜籽荚几何参数模型,用于解释品种和环境条件对油菜籽的影响。油菜豆荚形态发生。各种模型变量,例如豆荚长度,豆荚直径,豆荚角度和相应的器官生物量。用独立的实验数据对模型进行了验证,结果表明油菜籽中的这些变量在观察和模拟中具有显着的一致性。豆荚生物量(CPPB)的分配系数值在p <0.001时具有显着水平,而RMSE值和da值分别为0.077 g g-1和0.015 g g-1(n = 62)。在我们的描述模型中有很好的机制和解释;豆荚体长与豆荚生物量(RPLW)的比率;初步分析了豆荚切线角(RPSTW)的比率,以及豆荚切角与体角的比率(RPSBW),从而能够将器官生物量与其形态发生联系起来。因此,可以通过器官生物量将生长模型与形态模型相关联,并扩展了功能结构油菜籽模型(FSRM)。

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