Multi-trait selection for agronomic performance and drought tolerance among durum wheat genotypes evaluated under rainfed and irrigated environments

IF 1.6 4区 农林科学 Q1 Agricultural and Biological Sciences
Reza Mohammadi, Mahdi Geravandi
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引用次数: 0

Abstract

Summary Durum wheat (Triticum turgidum L. subsp. durum) is a major crop in the Mediterranean region, widely grown for its nutritional value and economic importance. Durum wheat breeding can contribute to global food security through the introduction of new cultivars exhibiting drought tolerance and higher yield potential in the Mediterranean environments. In this study, 25 durum wheat genotypes (23 elite breeding lines and two national checks) were evaluated for five drought-adaptive traits (days to heading, days to maturity, plant height, 1000-kernel weight and grain yield) and eight drought tolerance indices including stress tolerance index (STI), geometric mean productivity (GMP), mean productivity (MP), stress susceptibility index, tolerance index, yield index, yield stability index and drought response index under rainfed and irrigated conditions during three cropping seasons (2019–2022). Multi-trait stability index (MTSI) technique was applied to select genotypes with higher grain yield, 1000-kernel weight, plant stature and early flowering and maturity simultaneously; as well as for higher drought tolerance in each and across years. A heat map correlation analysis and principal component analysis were applied to study the relationships among drought tolerance indices and the pattern of variation among genotypes studied. Factor analysis was applied for identification of traits that contributed most in stability analyses. Significant and positive correlations were observed among the three drought tolerance indices of STI, GMP and MP with mean yields under both rainfed and irrigated conditions in each and across years, suggest the efficiency of these indices as selection criteria for improved drought tolerance and yield performance in durum wheat. The genotypes ranked based on MTSI varied from environment to environment, showing the impact of environment on genotypes performance, but several of the best performing lines were common across environments. According to MTSI for agronomic traits, the breeding lines G20, G6, G25 and G18 exhibited highest performance and trait stability across environmental conditions, and the selected genotypes had strength towards grain yield, 1000-kernel weight and earliness. Using the MTSI, breeding lines G20, G5, G16 and G7 were selected as drought tolerant genotypes with high mean performance. Breeding line G20 from ICARDA germplasm showed highest trait stability performance and drought tolerance across environments. The MTSI was a useful tool for selecting genotypes based on their agronomic performance and drought tolerance that could be exploited for identification and selection of elite genotypes with desired multi-traits. Based on the results, breeding lines G20 and G6 should be recommended for short-term release programme and/ or utilized in durum wheat population improvement programme for agronomic performance and drought tolerance traits that tolerate climate variations.
在雨水灌溉和灌溉环境下对硬质小麦基因型进行农艺性能和耐旱性的多性状选择评估
摘要 硬质小麦(Triticum turgidum L. subsp.硬粒小麦育种可通过引进在地中海环境中表现出耐旱性和更高产量潜力的新栽培品种,为全球粮食安全做出贡献。在这项研究中,25 个硬粒小麦基因型(23 个精英育种品系和 2 个国家对照)在三个种植季(2019-2022 年)的雨养和灌溉条件下,对 5 个抗旱性状(打顶天数、成熟天数、株高、千粒重和籽粒产量)和 8 个抗旱指数进行了评估,包括胁迫耐受指数(STI)、几何平均生产力(GMP)、平均生产力(MP)、胁迫敏感性指数、耐受指数、产量指数、产量稳定性指数和干旱响应指数。应用多性状稳定指数(MTSI)技术筛选出同时具有较高谷粒产量、千粒重、株型和早花早熟的基因型,以及在各年和跨年具有较高抗旱性的基因型。热图相关分析和主成分分析用于研究耐旱性指数之间的关系以及所研究基因型之间的变异模式。因子分析用于确定在稳定性分析中贡献最大的性状。在雨水灌溉和灌溉条件下,STI、GMP 和 MP 这三个抗旱指数与各年的平均产量之间存在显著的正相关,表明这些指数可作为提高硬粒小麦抗旱性和产量表现的选择标准。根据 MTSI 排序的基因型在不同环境下各不相同,这表明环境对基因型表现的影响,但几个表现最好的品系在不同环境下具有共性。根据农艺性状的 MTSI,育种品系 G20、G6、G25 和 G18 在不同环境条件下表现出最高的性能和性状稳定性,所选基因型在谷粒产量、千粒重和早熟性方面具有优势。利用 MTSI,育种品系 G20、G5、G16 和 G7 被选为耐旱基因型,平均表现较高。来自国际农业研究与发展中心(ICARDA)种质的育种品系 G20 在不同环境下表现出最高的性状稳定性和抗旱性。MTSI 是根据农艺性状和耐旱性能筛选基因型的有用工具,可用于鉴定和筛选具有理想多性状的优良基因型。根据研究结果,育种品系 G20 和 G6 应推荐用于短期释放计划和/或用于硬质小麦群体改良计划,以获得耐受气候变异的农艺表现和抗旱性状。
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来源期刊
Experimental Agriculture
Experimental Agriculture 农林科学-农艺学
CiteScore
2.50
自引率
6.20%
发文量
29
审稿时长
24 months
期刊介绍: With a focus on the tropical and sub-tropical regions of the world, Experimental Agriculture publishes the results of original research on field, plantation and herbage crops grown for food or feed, or for industrial purposes, and on farming systems, including livestock and people. It reports experimental work designed to explain how crops respond to the environment in biological and physical terms, and on the social and economic issues that may influence the uptake of the results of research by policy makers and farmers, including the role of institutions and partnerships in delivering impact. The journal also publishes accounts and critical discussions of new quantitative and qualitative methods in agricultural and ecosystems research, and of contemporary issues arising in countries where agricultural production needs to develop rapidly. There is a regular book review section and occasional, often invited, reviews of research.
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