US alfalfa variety trials show breeding progress for yield, broad adaptability of commercial varieties, and widespread genotype-by-trial variation

IF 1.9 3区 农林科学 Q2 AGRONOMY
Crop Science Pub Date : 2025-09-23 DOI:10.1002/csc2.70157
Neal Tilhou, Heathcliffe Riday
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Abstract

Public forage variety trials are the only objective source of information for alfalfa producers purchasing seed. There has been extensive research improving the efficiency of individual trials, but limited research guiding the best practices within a network of trials. A retrospective analysis of hundreds of alfalfa (Medicago sativa L.) trials in the US Midwest, Northeast, and Great Plains revealed that individual trials have limited external validity. Based on mean variety yield in a trial, only 36.2% of genetic variance was consistent across many trials. Genotype-by-environment effects explained 26.2% of the variance. Residual variance was confounded with genotype-by-trial variance and explained 37.6%. This resulted in standard errors of 4.1%, 3.3%, and 2.9% (variety deviation from trial mean yield) for varieties evaluated in two, three, and four trials, respectively. Practically, four or five trials are suggested as minimum threshold for a reliable yield estimate in alfalfa. Fortunately, the scale of genotype-by-environment variation is small relative to other crops, suggesting that superior alfalfa varieties are superior across a large geographic range. Last, there was breeding progress for biomass yield (+0.63% per year; standard error = 0.029%; p = 9.0 × 10−78) in alfalfa between 1988 and 2017.

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美国苜蓿品种试验表明,在产量、商业品种的广泛适应性和广泛的试验基因型变异方面取得了育种进展
公共牧草品种试验是苜蓿生产者购买种子的唯一客观信息来源。已经有广泛的研究提高个别试验的效率,但在试验网络中指导最佳实践的研究有限。对美国中西部、东北部和大平原地区数百项苜蓿试验的回顾性分析表明,个别试验的外部效度有限。根据一个试验的平均品种产量,只有36.2%的遗传变异在多个试验中是一致的。基因型环境效应解释了26.2%的变异。剩余方差与试验基因型方差混淆,解释率为37.6%。这导致在2次、3次和4次试验中评估的品种的标准误差分别为4.1%、3.3%和2.9%(品种偏离试验平均产量)。实际上,四到五次试验被建议作为苜蓿可靠产量估计的最低阈值。幸运的是,与其他作物相比,环境基因型变异的规模较小,这表明优越的苜蓿品种在很大的地理范围内都是优越的。最后,1988 - 2017年紫花苜蓿生物量产量的育种进展(+0.63% /年,标准误差= 0.029%,p = 9.0 × 10−78)。
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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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