{"title":"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","authors":"Neal Tilhou, Heathcliffe Riday","doi":"10.1002/csc2.70157","DOIUrl":null,"url":null,"abstract":"<p>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 (<i>Medicago sativa</i> 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%; <i>p</i> = 9.0 × 10<sup>−78</sup>) in alfalfa between 1988 and 2017.</p>","PeriodicalId":10849,"journal":{"name":"Crop Science","volume":"65 5","pages":""},"PeriodicalIF":1.9000,"publicationDate":"2025-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"US alfalfa variety trials show breeding progress for yield, broad adaptability of commercial varieties, and widespread genotype-by-trial variation\",\"authors\":\"Neal Tilhou, Heathcliffe Riday\",\"doi\":\"10.1002/csc2.70157\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>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 (<i>Medicago sativa</i> 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%; <i>p</i> = 9.0 × 10<sup>−78</sup>) in alfalfa between 1988 and 2017.</p>\",\"PeriodicalId\":10849,\"journal\":{\"name\":\"Crop Science\",\"volume\":\"65 5\",\"pages\":\"\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2025-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Crop Science\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://acsess.onlinelibrary.wiley.com/doi/10.1002/csc2.70157\",\"RegionNum\":3,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AGRONOMY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Crop Science","FirstCategoryId":"97","ListUrlMain":"https://acsess.onlinelibrary.wiley.com/doi/10.1002/csc2.70157","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AGRONOMY","Score":null,"Total":0}
US alfalfa variety trials show breeding progress for yield, broad adaptability of commercial varieties, and widespread genotype-by-trial variation
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.
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.