A Holistic Approach to the Selection of Soybean (Glycine max) Cultivars for Shade Environments Based on Morphological, Yield and Genetic Traits

栽培 选择(遗传算法) 生物 甘氨酸 产量(工程) 农学 遗传学 计算机科学 机器学习 氨基酸 冶金 材料科学
作者
Wellington Ferreira Campos,João Paulo Ribeiro Leite,Fábio Santos Matos,Leonardo Barros Dobbss,Alessandro Nicoli,Anderson Barbosa Evaristo
出处
期刊:Journal of Agronomy and Crop Science [Wiley]
卷期号:210 (5) 被引量:1
标识
DOI:10.1111/jac.12759
摘要

ABSTRACT The reduction of photosynthetically active radiation impacts the growth and productivity of soybean in agroforestry and intercropping systems. Thus, this report explored the responses of 16 soybean cultivars submitted to shade levels in field conditions. Multi‐faceted and relative importance analyses revealed that the steam diameter and plant height are fundamental morphological markers for selecting shade‐resilient cultivars, both were high and positively correlated to yield components. Moreover, the responses to shade varied among soybean cultivars, with certain genotypes demonstrating distinct tolerance levels, which allowed also the estimative of genetic variance that revealed strong participation of genetic components in responses to shade. Multivariate and clustering analysis using steam diameter and plant height in combination with two yield components resulted in the identification of four soybean cultivars more tolerant to shade environments and two sensible. Therefore, this report provides insights into soybean cultivation under varying light conditions, provides a robust foundation for the integration of morphological and yield markers in breeding programmes focused on shade tolerance and guides future endeavours in crop improvement for optimal and sustainable yield and resilience in the climate change context.
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