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Rose bush leaf and internode expansion dynamics: analysis and development of a model capturing interplant variability

机译:玫瑰丛叶和节间扩展动力学:捕获植物间变异性模型的分析和开发

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摘要

Rose bush architecture, among other factors, such as plant health, determines plant visual quality. The commercial product is the individual plant and interplant variability may be high within a crop. Thus, both mean plant architecture and interplant variability should be studied. Expansion is an important feature of architecture, but it has been little studied at the level of individual organs in rose bushes. We investigated the expansion kinetics of primary shoot organs, to develop a model reproducing the organ expansion of real crops from non-destructive input variables. We took interplant variability in expansion kinetics and the model's ability to simulate this variability into account. Changes in leaflet and internode dimensions over thermal time were recorded for primary shoot expansion, on 83 plants from three crops grown in different climatic conditions and densities. An empirical model was developed, to reproduce organ expansion kinetics for individual plants of a real crop of rose bush primary shoots. Leaflet or internode length was simulated as a logistic function of thermal time. The model was evaluated by cross-validation. We found that differences in leaflet or internode expansion kinetics between phytomer positions and between plants at a given phytomer position were due mostly to large differences in time of organ expansion and expansion rate, rather than differences in expansion duration. Thus, in the model, the parameters linked to expansion duration were predicted by values common to all plants, whereas variability in final size and organ expansion time was captured by input data. The model accurately simulated leaflet and internode expansion for individual plants (RMSEP = 7.3 and 10.2% of final length, respectively). Thus, this study defines the measurements required to simulate expansion and provides the first model simulating organ expansion in rosebush to capture interplant variability.
机译:玫瑰丛架构以及其他因素(例如植物健康)决定了植物的视觉质量。商业产品是单个植物,并且作物间的植物间变异性可能很高。因此,均应研究植物平均结构和植物间变异性。扩张是建筑的重要特征,但在玫瑰丛中单个器官的水平上却鲜有研究。我们研究了初生芽器官的膨胀动力学,以建立一个模型,该模型从无损输入变量再现真实作物的器官膨胀。我们在膨胀动力学中考虑了植物间的可变性,并考虑了模型模拟这种可变性的能力。记录了初生芽扩展过程中,在三种气候条件和密度不同的三种作物上生长的83株植物上小叶和节间尺寸的变化。建立了一个经验模型,以再现玫瑰丛初生苗真实作物的单个植物的器官膨胀动力学。小叶或节间长度被模拟为热时间的对数函数。通过交叉验证评估模型。我们发现,在不同phyphyer位置之间以及在给定phytomer位置的植物之间,小叶或节间扩展动力学的差异主要是由于器官扩展和扩展速率的时间差异较大,而不是由于扩展持续时间的差异。因此,在模型中,与扩展持续时间相关的参数是通过所有植物共有的值预测的,而最终大小和器官扩展时间的可变性则由输入数据捕获。该模型准确地模拟了单个植物的小叶和节间扩展(分别为RMSEP = 7.3和最终长度的10.2%)。因此,这项研究定义了模拟扩张所需的测量值,并提供了第一个模拟玫瑰丛中器官扩张以捕获植物间变异性的模型。

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