Leaf area prediction models from growth measurements in Andean blueberry (Vaccinium meridionale Swartz) in the nursery

Q4 Agricultural and Biological Sciences Agronomia Colombiana Pub Date : 2022-12-31 DOI:10.15446/agron.colomb.v40n3.105039
Mariam Vásquez-Martínez, P. Lizarazo-Peña, Enrique Darghan, L. Moreno-Fonseca, Stanislav Magnitskiy
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Abstract

The Andean blueberry is a high-Andean wild fruit species consumed in fresh or processed form that has high potential due to its antioxidant capacity. Leaf area describes the photosynthetic capacity of plants and is employed as a variable in multiple physiological studies; however, in Andean blueberry (Vaccinium meridionale Swartz), its direct measurement is costly. The aim of this research was to propose models for estimating the leaf area in young Andean blueberry plants using morphometric variables. In the study, 436 Andean blueberry plants of different ages (10 to 26 months) obtained with different methods of asexual propagation (tissue culture or cuttings) were used. Variables, such as dry weight per organ, leaf area, plant height, number of vegetative shoots and number of leaves, were measured. Simple and multiple regressions were performed and the “weighted least squares” technique was used to meet the regression assumptions. Five models with coefficients of determination (R2) greater than 0.81 were proposed. Two models were of the multiple type and employed the number of leaves together with the dry weight of leaves or the total dry weight as predictor variables. The other models were linear and used total dry weight, dry weight of leaves or number of leaves as explanatory variables of leaf area; the number of leaves was a particularly interesting variable due to its non-destructive nature. The models presented could be a useful tool for estimating leaf area in future studies in Andean blueberry.
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根据苗圃安第斯蓝莓(越橘)生长测量的叶面积预测模型
安第斯蓝莓是一种高度安第斯野生水果,以新鲜或加工的形式食用,由于其抗氧化能力,具有很高的潜力。叶面积描述了植物的光合能力,并在多项生理研究中被用作变量;然而,在安第斯蓝莓(Vaccinium meridionale Swartz)中,其直接测量成本很高。这项研究的目的是提出使用形态计量变量估计安第斯蓝莓幼株叶面积的模型。在这项研究中,使用了436株不同年龄(10至26个月)的安第斯蓝莓植物,这些植物是通过不同的无性繁殖方法(组织培养或插条)获得的。测量了每个器官的干重、叶面积、株高、营养芽数量和叶片数量等变量。进行了简单和多次回归,并使用“加权最小二乘”技术来满足回归假设。提出了五个决定系数(R2)大于0.81的模型。两个模型是多类型的,采用叶片数量和叶片干重或总干重作为预测变量。其他模型是线性的,使用总干重、叶片干重或叶片数量作为叶面积的解释变量;叶片数量是一个特别有趣的变量,因为它具有非破坏性。所提出的模型可能是安第斯蓝莓未来研究中估计叶面积的有用工具。
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来源期刊
Agronomia Colombiana
Agronomia Colombiana Agricultural and Biological Sciences-Agronomy and Crop Science
CiteScore
1.00
自引率
0.00%
发文量
9
审稿时长
25 weeks
期刊介绍: Agronomia Colombiana journal it is intended to transfer research results in different areas of tropical agronomy. Original unpublished papers are therefore accepted in the following areas: physiology, crop nutrition and fertilization, genetics and plant breeding, entomology, phytopathology, integrated crop protection, agro ecology, weed science, environmental management, geomatics, biometry, soils, water and irrigation, agroclimatology and climate change, post-harvest and agricultural industrialization, food technology, rural and agricultural entrepreneurial development, agrarian economy, and agricultural marketing (Published: Quarterly).
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