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Correlations and canonical variables applied to the distinction of soybean cultivars in a tropical environment 相关性和典型变量应用于热带环境下大豆品种的区分
Pub Date : 2021-10-25 DOI: 10.33158/asb.r146.v8.2022
L. L. Ferreira, Ângelo José Silva, I. Carvalho, Marilaine Sá Fernades, F. Lautenchleger, Murilo Vieira Loro
The objective of this study was to evaluate the performance of soybean cultivars through their correlations and canonical variables in a tropical environment. The study was conducted in the municipality of Mineiros, GO, Brazil. The soil was classified as Quartzarenic Neosol (Entisol). The experimental design used was in randomized blocks consisting of 10 soybean cultivars (Bônus, Desafio, Flecha, Foco, ICS7019, M5917, M7110, Power, ST721 and ST797) in four replications. Before planting, pre-planting desiccation was performed. The fertilizer used was 450 kg ha-1 of fertilizer 05-25-15 applied in the furrow and in a single dose next to the seeding. During the conduct of the experiment, pest control was carried out respecting good practices and integrated management. At the end of the cycle of each cultivar, 10 plants were collected at random and then the agronomic attributes were taken. The data obtained were submitted to the assumptions of the statistical model, verifying the normality and homogeneity of the residual variances, as well as the additivity of the model. Univariate and multivariate models were used. The analyzes were performed on the Rbio and R interface, in addition to the Software Genes. According to the summary of analysis of variance, it was observed that all cultivars differed for all characteristics. It was concluded that the soybean cultivars Flecha and M5917 presented the highest yields among the others in a tropical environment; the cultivars differed, showing a strong correlation between the number of grains per plant and yield, with the other variables analyzed; the univariate and multivariate tools were efficient and complementary in data analysis.
本研究的目的是通过相关性和典型变量来评价大豆品种在热带环境中的表现。这项研究是在巴西米内罗斯市进行的。土壤类型为石英系新土(Entisol)。选用10个大豆品种(Bônus、Desafio、Flecha、Foco、ICS7019、M5917、M7110、Power、ST721和ST797),随机分为4个重复。种植前进行播种前干燥处理。施用的肥料为450kg hm -1,肥料05-25-15,在犁沟中施用,在播种旁单次施用。在进行试验期间,按照良好做法和综合管理进行了虫害防治。在每个栽培周期结束时,随机采集10株,然后进行农艺性状测定。将得到的数据提交给统计模型的假设,验证残差方差的正态性和齐性,以及模型的可加性。采用单因素和多因素模型。除软件基因外,还在Rbio和R界面上进行分析。根据方差分析的总结,各品种在各性状上均存在差异。结果表明,在热带环境下,大豆品种fleecha和M5917的产量最高;品种间存在差异,单株粒数与产量之间存在较强的相关性;单变量和多变量工具在数据分析中是有效和互补的。
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引用次数: 2
Canonical interrelationships in morphological characters, yield and nutritional components of corn 玉米形态性状、产量和营养成分的典型相互关系
Pub Date : 2021-10-01 DOI: 10.33158/asb.r143.v8.2022
I. Carvalho, J. G. D. Silva, Murilo Vieira Loro, Marlon Vinícius da Rosa Sarturi, D. J. Hutra, E. D. Port, F. Lautenchleger
The increase in the world population, the need to increase food production, both in quantity and quality, becomes increasingly prominent. The objective of this work was to identify the canonical correlations between yield components, morphological characters, micronutrients, bioactive compounds and amino acids in corn. The experimental design used was a randomized block containing 11 treatments arranged in three replications. The treatments consisted of 11 Top Crosses hybrid genotypes, these being made through crosses directed between a narrow genetic base tester hybrid for specific combining ability with 11 S5 inbred lines. It is inferred that groups considered yield components, secondary traits, bioactive compounds, micronutrients and amino acids are dependent. Promising characters are identified for the corn breeding for high yields, nutritional and energetic quality of corn grains. The indirect selection of grains with additions in essential amino acids can be directed to plants with superiority in height, mass and width of grains, phenols, flavonoids, soluble solids and zinc content.
随着世界人口的增加,在数量和质量上增加粮食生产的必要性日益突出。本研究的目的是确定玉米产量组成、形态特征、微量元素、生物活性化合物和氨基酸之间的典型相关性。试验设计采用随机分组,包含11个处理,分为3个重复。这些处理包括11个顶级杂交基因型,这些基因型是通过与11个S5自交系进行特定配合力的窄遗传基测试杂交而成的。由此推断,考虑产量成分、次生性状、生物活性化合物、微量营养素和氨基酸的群体是依赖的。确定了玉米高产、营养和能量品质优良的优良性状。对添加必需氨基酸的籽粒进行间接选择,可以选择在籽粒高、质量和宽度、酚类、黄酮类、可溶性固形物和锌含量等方面具有优势的植株。
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引用次数: 4
Adaptability and yield stability of soybean genotypes by mean Eberhart and Russell methods, artificial neural networks and centroid 利用平均Eberhart和Russell方法、人工神经网络和质心分析大豆基因型的适应性和产量稳定性
Pub Date : 2021-10-01 DOI: 10.33158/asb.r142.v8.2022
M. Oda, T. Sediyama, C. Cruz, M. Nascimento, É. Matsuo
The soybean crop is prominent in national and international scenarios. A large part of the world production of soybean is cultivated in Brazil and this has been possible due to the performance of different technological areas, among them genetics and plant breeding. Soybean breeding has acted in the development and launch of new cultivars and for this it is required the studies of interaction genotypes x environments and those of adaptability and stability. Thus, the objective was to evaluate the adaptability and phenotypic stability of the grain yield of late-cycle soybean genotypes. Five experiments were conducted in the state of Minas Gerais, each of which was considered as an environment. In each, 17 soybean genotypes were evaluated in a randomized block design with three repetitions, for grain yield, in kg ha-1. The data were analyzed by means of individual (each environment) and joint analysis of variance. Subsequently, analyses of adaptability and phenotypic stability were performed using the methods of Eberhart and Russell (1966), Artificial Neural Networks (Nascimento et al., 2013) and Centroid (Rocha, Muro‑Abad, Araujo, & Cruz, 2005). The results indicated the classification of the analyzed genotypes for unfavorable, general or favorable adaptability, with high or low stability. DM-339 is indicated for favorable environments and UFV-18 (Patos de Minas), UFV91-651226, UFV99-8552093, UFV01-871375B, UFV01-66322813 and UFV99-8552099 are indicated as general adaptability, considering the three methods of adaptability and stability analysis.
大豆作物在国内和国际上都很突出。世界大豆产量的很大一部分是在巴西种植的,这是由于不同技术领域的表现,其中包括遗传和植物育种。大豆育种在培育和推出新品种方面发挥了重要作用,因此需要进行基因型与环境的相互作用以及适应性和稳定性的研究。因此,目的是评价晚周期大豆基因型籽粒产量的适应性和表型稳定性。在米纳斯吉拉斯州进行了五个实验,每个实验都被认为是一个环境。采用随机区组设计,3次重复对17个大豆基因型进行籽粒产量(kg hm -1)评价。采用个体(各环境)方差分析和联合方差分析对数据进行分析。随后,使用Eberhart和Russell(1966)、人工神经网络(Nascimento等,2013)和Centroid (Rocha, Muro - Abad, Araujo, & Cruz, 2005)的方法进行适应性和表型稳定性分析。结果表明,所分析的基因型分为适应性差、一般和有利,稳定性高或低。DM-339为有利环境适应型,UFV-18 (Patos de Minas)、UFV91-651226、UFV99-8552093、UFV01-871375B、UFV01-66322813和UFV99-8552099为一般适应型,综合考虑三种适应性和稳定性分析方法。
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引用次数: 3
Anatomy of the main stem of soybean plants submitted to the removal of the stem apical meristem 解剖大豆植株的主茎,提出去除茎顶分生组织
Pub Date : 2021-09-18 DOI: 10.33158/asb.r137.v8.2022
Guilherme Jórdan Souza Véras, É. Matsuo, J. Dias-Pereira, S. C. Ferreira, Mirlem Gonçalves Rocha
Some plant species allow the cutting of the apical meristem in order to assist activities of genetic improvement programs, among them is the soybean. The objective was to verify if the removal of the apical meristem of soybean plants induces any alteration in the stem anatomy, since it was verified that the removal of the apical meristem reduces the need for tutoring of the plants cultivated under greenhouse conditions. The experiment was conducted with plants of the BRSMG 752S cultivar and the treatments consisted of sections of the hypocotyl region of plants that had undergone apical meristem removal at the V2 development stage and of plants without apical meristem removal. The permanent slides were processed following the usual methodologies in plant anatomy. Descriptions and measurements of anatomical tissues were made for comparison between treatments. Plants with removal presented epidermis as a covering tissue until 20 days after the V2 development stage, while plants without removal of the apical meristem presented it until 30 days after V2. Periderm was observed only in plants with removal, and this feature was not evident in plants without removal until 30 days after V2. There was formation of secondary vascular tissues in the collections 30 days after removal (V2 stage). Thus, we conclude that the removal of the apical meristem accelerates the secondary development in hypocotyls of soybean plants grown under greenhouse conditions.
一些植物物种允许顶端分生组织的切割,以协助遗传改良计划的活动,其中包括大豆。目的是验证大豆植株顶端分生组织的去除是否会引起茎解剖结构的任何改变,因为已经证实,顶端分生组织的去除减少了在温室条件下栽培的植株对辅导的需求。以BRSMG 752S品种为试验材料,在V2发育阶段切除了根尖分生组织的植株和未切除根尖分生组织的植株的下胚轴部分进行处理。永久载玻片按照植物解剖中常用的方法进行处理。对解剖组织进行描述和测量,以进行治疗间的比较。去顶分生组织的植株在V2发育20天后才出现表皮覆盖组织,未去顶分生组织的植株在V2发育30天后才出现表皮覆盖组织。周皮只在被去除的植株中出现,而在未被去除的植株中这种特征直到V2后30天才出现。标本在切除后30 d (V2期)有次生维管组织形成。因此,我们认为,去除根尖分生组织加速了温室条件下大豆植株下胚轴的二次发育。
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引用次数: 1
Overexpression of full-length and partial DREB2A enhances soybean drought tolerance 过表达全长和部分DREB2A增强了大豆的抗旱性
Pub Date : 2021-09-16 DOI: 10.33158/asb.r141.v8.2022
Renata Fuganti Pagliarini, J. P. Marinho, M. D. C. Molinari, Juliana Marcolino-Gomes, André Luís Hartmann Caranhoto, S. R. Marin, M. C. Oliveira, J. Foloni, Carlos Lasaro Pereira Melo, Satoshi Kidokoro, J. Mizoi, N. Kanamori, K. Yamaguchi-Shinozaki, K. Nakashima, A. Nepomuceno, L. M. Mertz-Henning
Soybean is an important commodity worldwide. Abiotic conditions can adversely disturb crop growth and final yield. The transcription factor Dehydration-Responsive Element-Binding Proteins 2 (DREB2) act as a regulator of drought-responses. This study aimed to characterize soybean plants genetically modified with GmDREB2A;2 FL and GmDREB2A;2 CA for molecular, physiological, and agronomic responses, at different developmental periods. Results showed that seedlings from GmDREB2A;2 FL event presented lower growth reduction under osmotic treatment during germination. The GmDREB2A;2 FL and GmDREB2A;2 CA events showed improved performance in experiments of water deficit imposed in the vegetative period and higher rates in physiological parameters. In the reproductive period, there was a trend of higher yield compounds in GM GmDREB2A;2 FL event when compared to other genotypes and treatments. It was suggested that GmDREB2A;2 FL event presented superior performance due to the higher expression levels of the cisgene and drought-induced genes.
大豆是世界范围内的重要商品。非生物条件会对作物生长和最终产量产生不利影响。转录因子脱水反应元件结合蛋白2 (DREB2)是干旱反应的调节因子。本研究旨在研究GmDREB2A;2 FL和GmDREB2A;2 CA转基因大豆植株在不同发育时期的分子、生理和农艺反应。结果表明,GmDREB2A;2 FL事件的幼苗在萌发过程中,在渗透处理下的生长减幅较小。GmDREB2A;2 FL和GmDREB2A;2 CA事件在营养期施加水分亏缺的试验中表现出更好的表现,生理参数的变化率更高。在繁殖期内,与其他基因型和处理相比,GM GmDREB2A; 2fl事件有高产化合物的趋势。由此可见,GmDREB2A; 2fl事件表现优异,是由于cisgene和干旱诱导基因的表达水平较高。
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引用次数: 6
Effect of production environments on storage and physiological quality of maize seed 生产环境对玉米种子贮藏及生理品质的影响
Pub Date : 2021-09-13 DOI: 10.33158/asb.r138.v8.2022
Í. Dubal, I. Carvalho, J. R. Pimentel, Cristian Troyjack, V. J. Szareski, L. Jaques, R. A. V. Escalera, Lucian Alex Santos, F. Lautenchleger, Murilo Vieira Loro, F. A. Villela, T. Z. Aumonde, T. Pedó
Storage is a factor that can affect seed quality as a function of latent damages. The losses that most contribute to the reduction in germination and vigor during storage are those caused by humidity, mechanical and temperature-related, that may interfere with seed quality throughout storage. The aim of this study was evaluating the physiological quality of maize seeds produced in two environments and classified in different formats compared to storage periods. The experiment was carried out in the 2016 harvest in two cultivation environments: Entre-Ijuís, RS and Pelotas, RS. Seeds were stratified by thickness through sieves with oblong holes and stratified into small round, large round, small flat and large flat. Growing environments influence the physiological characteristics of maize seeds. The flat and large format seeds have superior physiological quality for the measured physiological characters. The small and round seeds present lower values for germination, first germination count, emergence speed index, shoot dry matter of emergence seedlings and shoot dry matter of germination seedlings. Corn seeds when stored under controlled conditions remain for long periods without causing decreases in physiological quality.
贮藏是影响种子品质的一个因素,是潜在危害的函数。贮藏期间导致种子萌发和活力降低的主要原因是湿度、机械和温度等因素造成的损失,这些因素可能会影响整个贮藏过程中种子的质量。本研究的目的是评价在两种环境下生产的玉米种子的生理品质,并将其分类为不同的格式,并与储存期进行比较。试验于2016年收获时在Entre-Ijuís RS和Pelotas RS两种栽培环境下进行,种子通过长圆形孔的筛子按厚度分层,分层为小圆、大圆、小平、大平。生长环境影响玉米种子的生理特性。从所测的生理性状来看,扁型和大格式种子的生理品质较好。小粒和圆粒种子的发芽率、首次萌发数、出苗速度指数、出苗苗和萌发苗的地上部干物质均较低。玉米种子在受控制的条件下贮存,可以保存很长时间,而不会引起生理品质的下降。
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引用次数: 1
Occurrence of anthracnose pathogen races and resistance genes in common bean across 30 years in Brazil 巴西30年来普通豆中炭疽病病原小种及抗性基因的发生
Pub Date : 2021-09-06 DOI: 10.33158/asb.r140.v8.2022
P. P. S. Paulino, M. C. Gonçalves‐Vidigal, Mariana Vaz Bisneta, P. S. Vidigal Filho, M. Nunes, L. F. Xavier, V. F. S. Martins, G. F. Lacanallo
Anthracnose caused by Colletotrichum lindemuthianum is one of the most critical diseases in the common bean (Phaseolus vulgaris L.). The characterization and localization of pathogenic fungal races are essential for understanding pathogen population dynamics and recommending strategies to develop resistant cultivars. As resistant genotypes are the most economical and ecologically safe means of controlling plant diseases, there have been efforts to characterize resistance genes in common bean. Several studies using a system of 12 differential bean cultivars have been carried out to monitor anthracnose since 1991, reporting the constant appearance of new fungal races. C. lindemuthianum shows high virulence diversity. The objective of the present study was to review the relationship between C. lindemuthianum races and the common bean pathogenic processes involved in the risk of developing anthracnose disease. As a result, 89 races occurred in Brazil, wherein 73, 65, and 81 of C. lindemuthianum are the most frequent. Furthermore, we built a map with the anthracnose resistance loci, molecular markers, and their respective physical position. The accessibility to the genomes and sequencing technologies permits molecular markers for marker-assisted selection applied to anthracnose-resistant cultivars. This study could be used as a reference for future resistance mapping studies and as a guide for selecting resistance loci in breeding programs aiming to develop common bean cultivars with durable anthracnose resistance.
炭疽病是蚕豆(Phaseolus vulgaris L.)的主要病害之一。病原真菌小种的鉴定和定位对于了解病原菌种群动态和推荐开发抗性品种的策略至关重要。由于抗性基因型是控制植物病害最经济和生态安全的手段,人们一直在努力鉴定普通豆的抗性基因。自1991年以来,利用12个不同的豆类品种系统进行了几项研究,以监测炭疽病,报告了新的真菌品种的不断出现。C. lindemuthium表现出较高的毒力多样性。本研究的目的是审查C. lindemuthianum小种和普通豆致病过程参与发展炭疽病的风险之间的关系。结果在巴西发生了89个小种,其中以C. lindemuthianum的73、65和81最为常见。此外,我们还建立了炭疽病抗性位点、分子标记及其各自的物理位置图。基因组的可及性和测序技术允许分子标记用于标记辅助选择应用于抗炭疽病品种。该研究结果可为今后的抗性定位研究提供参考,并为选育具有持久抗性的普通豆品种提供指导。
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引用次数: 2
Vegetative and productive performance of two soybean cultivars at different plant densities 两个大豆品种在不同密度下的营养和生产性能
Pub Date : 2021-07-29 DOI: 10.33158/asb.r133.v7.2021
Gustavo Lourenço Bomtempo, É. Matsuo, M. Oda
The spatial arrangement and plant population have been highlighted as fundamental tools for increasing productivity. The objective was to evaluate the vegetative and productive performance of two soybean cultivars at different plant densities. Seeds of soybean cultivars (TMG 7063 IPRO and BS 2606 IPRO), recommended for the Alto Paranaíba region in the state Minas Gerais, were used and sown at seven different densities (8, 10, 12, 14, 16, 18 and 20 plants meter-1, equivalent to 160, 200, 240, 280, 280, 320, 360 and 400 thousand plants hectare-1, where they were evaluated in the development stages R1 (plant height) and R8 (height of the insertion of the first pod, plant height, number of nodes, number of branches, productivity per plant and productivity per hectare). The experiment was set up according to a randomized block design, in the factorial scheme A x B, being factor A composed by the cultivars and factor B by plant densities with three repetitions (blocks). Increased plant population resulted in greater first pod insertion height and final plant height, fewer nodes and branches and the average yield per hectare increased linearly, with the TMG 7063 IPRO cultivar being more productive under these conditions (52.7 bags of 60 kg per hectare).
空间布局和植物种群被强调为提高生产力的基本工具。目的是评价两个大豆品种在不同密度下的营养和生产性能。大豆品种的种子(TMG 7063 IPRO和BS 2606 IPRO),推荐Alto Paranaiba地区在米纳斯吉拉斯,在七个不同的使用和播种密度(8、10、12、14、16、18和20植物meter-1,相当于160,200,240,280,280,320,360和40万年植物hectare-1,他们评估的发展阶段R1(株高)和R8(高度的插入第一个吊舱,株高、节点数量,数量的分支,单株生产力和每公顷生产力)。试验采用随机区组设计,在因子方案a × B中,因子a由品种组成,因子B由植株密度组成,共3个重复(区组)。植株数量的增加导致首荚高和末株高增加,节和分枝减少,平均每公顷产量线性增加,其中TMG 7063 IPRO品种在这些条件下产量更高(52.7袋,每公顷60公斤)。
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引用次数: 1
Physiological alterations and enzymatic evaluation of soybean cultivars under water deficit 水分亏缺条件下大豆品种生理变化及酶促评价
Pub Date : 2021-07-12 DOI: 10.33158/ASB.R136.V7.2021
W. Gomes, S. Pimenta, L. S. Amaral, B. Rodrigues, A. Borém
Drought is one of the main abiotic factors limiting agricultural productivity, capable of having a major impact on the yield of most crops. The knowledge of the physiological and biochemical mechanisms that differentiate resistance and susceptibility to water deficit among soybean strains can be used in the generation of more tolerant cultivars. In this sense, the objective of this study was to characterize physiologically, two soybean cultivars with different patterns of tolerance to drought in the field, by determining photosynthetic rates, lipid peroxidation levels and antioxidant enzyme activity under three levels of water potential. Upon reaching the V4 development stage, the irrigation of the plants was suspended and three data collection were performed: full irrigation (control); moderate water deficit (Ψ = -1.5 ± 0.2 MPa) and severe deficit (Ψ = -3.0 MPa ± 0.2 MPa). Variations in perspiration rate, stomatal conductance, as well as decrease in photosynthetic rate were significant between the two cultivars, where the water potentials in cultivar BR 16 anticipated on average two days achieving the same water potentials in Embrapa 48 cultivar, thus presenting better efficiency in water use. In addition, the increased activity of enzymes and lipid peroxidation were more significant in the cultivar BR 16, demonstrating that this cultivar is less tolerant to drought than Embrapa 48 cultivar, corroborating to agronomic data previously found in the field.
干旱是限制农业生产力的主要非生物因素之一,能够对大多数作物的产量产生重大影响。了解大豆品系对水分亏缺的抗性和敏感性差异的生理生化机制,可用于选育更具耐受性的品种。在此意义上,本研究的目的是通过测定三个水势水平下的光合速率、脂质过氧化水平和抗氧化酶活性,从生理上表征两个具有不同抗旱性模式的大豆品种在田间的耐旱性。到了V4发育阶段,植株暂停灌溉,进行3次数据采集:全灌(对照);中度亏水(Ψ = -1.5±0.2 MPa)和重度亏水(Ψ = -3.0 MPa±0.2 MPa)。两种品种在排汗速率、气孔导度和光合速率降低方面存在显著差异,其中br16的水势预期平均2天达到了Embrapa 48的水势,表现出更好的水分利用效率。此外,br16的酶活性和脂质过氧化活性的增加更为显著,表明该品种的耐旱性低于Embrapa 48,证实了之前在田间发现的农艺数据。
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引用次数: 2
Factor analysis and environmental stratification in the assessment of grain sorghum adaptability and stability 高粱适应性稳定性评价中的因子分析与环境分层
Pub Date : 2021-07-09 DOI: 10.33158/ASB.R134.V7.2021
P. C. D. O. Ribeiro, Felipe V. Salvador, Isadora Cristina Martins Oliveira, Cícero Beserra de Menezes
The environmental stratification studies are crucial when releasing hybrids for different growing regions. An outstanding performance of a genotype in one environment does not qualify it for indication to all environments, due the occurrence of GxE interaction. Environmental stratification aim the breeders to form groups of environments that minimize GxE interaction. The purpose of this work was to evaluate the use of factor analysis in preliminary environmental stratification assisting at the recommendation of grain sorghum cultivars. Twenty-five hybrids were evaluated, using a randomized block design, in 12 locations during the 2015/16 season. Initially, the individual analysis of the experiments was carried out and later the joint analysis, aiming to examine the existence of G×E interaction. The means of the hybrids in the individual analyses were used to obtain the correlation matrix between pairs of environments. The factorization of this matrix was also carried out via factor analysis in order to group together the environments that most correlated with respect to the hybrids performance. Thus, differential performance between hybrids was observed through individual analyses for all the environments, with the exception of Sete Lagoas and Teresina. The joint analysis revealed the existence of a significant G×E interaction, that is, a differential behavior of the hybrids in relation to the evaluated environments. Based on the criterion of the analysis of the proportion of explained variance, it was found that six factors captured an accumulated variation of 86.29%, and the average communality observed was of 0.86. Considering the geographic and edaphoclimatic variables in the cultivation period, a pattern was not observed among the grouped places, but it is noteworthy that the grouping of places is a function of the performance of the evaluated genotypes, which can be similar even under different conditions. Given the results presented, factor analysis proved to be a tool with potential to perform environmental stratification and assist in the recommendation of grain sorghum cultivars for different regions.
环境分层研究是杂交作物在不同种植区域投放的关键。由于GxE相互作用的发生,一种基因型在一种环境中的突出表现并不使其有资格适用于所有环境。环境分层旨在使育种者形成最大限度减少GxE相互作用的环境群体。本研究的目的是评价因子分析在初步环境分层中的应用,以辅助高粱品种的推荐。在2015/16季节,采用随机区组设计,对12个地点的25个杂交品种进行了评估。首先对实验进行个体分析,然后进行联合分析,目的是检验G×E相互作用是否存在。利用杂交个体分析的方法,得到环境对间的相关矩阵。通过因子分析对该矩阵进行因子分解,以便将与混合动力车性能最相关的环境组合在一起。因此,除了Sete Lagoas和Teresina外,通过对所有环境的单独分析,可以观察到杂种之间的差异表现。联合分析揭示了一个显著的G×E相互作用的存在,即,一种不同的行为的杂交种相对于所评估的环境。根据解释方差占比分析标准,6个因子的累计变异率为86.29%,平均共有度为0.86。考虑到栽培时期的地理和气候变量,分组地点之间没有观察到一种模式,但值得注意的是,分组地点是评估基因型表现的函数,即使在不同条件下,其表现也可能相似。根据上述结果,因子分析被证明是一种有潜力的工具,可以进行环境分层,并有助于不同地区的谷物高粱品种推荐。
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引用次数: 2
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Agronomy Science and Biotechnology
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