Historical multi-environmental trials reveal trends in hybrid grain sorghum performance from 1970 to 2021 in Texas

IF 2 3区 农林科学 Q2 AGRONOMY
Crop Science Pub Date : 2024-09-13 DOI:10.1002/csc2.21343
Fabian Leon, Lorin Harvey, William L. Rooney
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Abstract

Sorghum (Sorghum bicolor [L. Moench]) is among the most important cereal crops worldwide and is widely grown across Texas’ diverse geographies. While sorghum breeding programs strive to improve both profitability and adaptation of the crop, increases in grain yield are the ultimate measure of progress. Using five decades of data compiled by Texas A&M AgriLife Research, trends in grain sorghum were retrospectively assessed. Performance data from over 4094 hybrids were collected between 1970 and 2021 in a total of 514 county-year environments. Hybrids in these trials were either commercially available or in the final stages of testing for release. A linear mixed model approach produced the best linear unbiased predictions of genotypic and environmental effects for grain yield and relevant agronomic traits. These measures, as well as the raw data, were used to inform and visualize trait dependencies, yield gains, and geographic regions with similar effects on hybrid performance. Over these decades, grain yield increased at an average rate of 0.03 t ha−1 per year. A strong positive relationship between hybrid yield and plant height, as well as several other correlations, were detected through separate periods of yield increases which occurred in the early 1980s and 1990s; since that time, a sinusoidal pattern of yield performance has prevailed. Principal component analysis clustered production regions primarily based on moisture availability. The results herein indicate that modest increases in height can increase grain yield and that available moisture is the preeminent delineator of grain sorghum production environments in Texas.

Abstract Image

历史性多环境试验揭示了 1970 年至 2021 年得克萨斯州杂交谷物高粱的表现趋势
高粱(Sorghum bicolor [L. Moench])是世界上最重要的谷类作物之一,在得克萨斯州的不同地区广泛种植。虽然高粱育种计划致力于提高作物的盈利能力和适应性,但谷物产量的提高才是衡量育种进展的最终标准。德克萨斯州农业生命研究所(Texas A&M AgriLife Research)利用五十年的数据,对谷物高粱的发展趋势进行了回顾性评估。1970 年至 2021 年期间,共收集了 514 个县年环境中超过 4094 个杂交种的表现数据。这些试验中的杂交种要么已在市场上销售,要么正处于试验发布的最后阶段。线性混合模型方法对谷物产量和相关农艺性状的基因型和环境效应进行了最佳线性无偏预测。这些措施以及原始数据被用来告知和直观显示性状依赖性、增产情况以及对杂交种性能有类似影响的地理区域。在这几十年中,谷物产量平均每年增加 0.03 吨/公顷。在 20 世纪 80 年代初和 90 年代分别出现的增产期中,发现杂交种产量与株高之间存在很强的正相关关系以及其他几种相关关系;此后,产量表现一直呈正弦曲线模式。主成分分析主要根据水分可用性对生产区域进行分组。本文的研究结果表明,高度的适度增加可以提高谷物产量,而可用水分是德克萨斯州谷物高粱生产环境的主要划分因素。
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来源期刊
Crop Science
Crop Science 农林科学-农艺学
CiteScore
4.50
自引率
8.70%
发文量
197
审稿时长
3 months
期刊介绍: Articles in Crop Science are of interest to researchers, policy makers, educators, and practitioners. The scope of articles in Crop Science includes crop breeding and genetics; crop physiology and metabolism; crop ecology, production, and management; seed physiology, production, and technology; turfgrass science; forage and grazing land ecology and management; genomics, molecular genetics, and biotechnology; germplasm collections and their use; and biomedical, health beneficial, and nutritionally enhanced plants. Crop Science publishes thematic collections of articles across its scope and includes topical Review and Interpretation, and Perspectives articles.
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