环境变量导致南亚热带玉米杂交种在热胁迫环境中的差异表现

M. Vinayan, P. Zaidi, K. Seetharam, A. Alam, S. Ahmed, K. B. Koirala, Arshad, P. Kuchanur, A. Patil, S. Mandal
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引用次数: 6

摘要

玉米杂交种的耐热性正在成为南亚雨季后春季栽培的重要种质特征。针对这些农业生态学进行有针对性育种的主要挑战之一是玉米基因型在春季不同地点对热胁迫的不同反应。本研究旨在确定影响热胁迫下基因型×环境(GEI)产量变化的主要环境变量。本研究使用的试验数据集包括46个试验×位置组合,分布在三年(2013-2015)期间。采用偏最小二乘(PLS)回归分析来解读影响南亚地区春季玉米试验产量变化的重要环境变量。PLS研究的前两个因素解释了不同试验间30%的产量差异。这种变化的最大贡献者是各年份作物开花期的相对湿度(RH)和蒸汽压差(VPD)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Environmental variables contributing to differential performance of tropical maize hybrids across heat stress environments in South Asia
Heat stress resilience in maize hybrids is emerging as an important trait in germplasm targeted for cultivation in the post-rainy season spring in South Asia. One of the major challenges in targeted breeding for these agro-ecologies is the differential response of maize genotypes to heat stress across locations during the spring season. This study is targeted at identifying the major environmental variables that contributed to the genotype × environmental (GEI) yield variations observed among genotypes grown in response to heat stress. The trial dataset used for this study constitutes 46 trials × location combinations spread over a period of three years (2013-2015). Partial least square (PLS) regression analysis was implemented to decipher the important environmental variables contributing to the observed yield variation among maize trials planted during spring across locations of South Asia. The first two factors from the PLS study explained the 30 per cent yield variation across trials. The largest contributor of this variation was relative humidity (RH) and vapor pressure deficit (VPD) during flowering stage of the crop across the years.
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