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Selection of biofortified mini lettuce progenies resistant to Pectobacterium carotovorum subsp. carotovorum 抗胡萝卜乳杆菌的生物强化迷你生菜后代的选择。carotovorum
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-20 DOI: 10.4025/actasciagron.v45i1.56843
A. C. Jacinto, R. Castoldi, I. G. Silva, Diesiele Caroline Silveira Mota, Leticia Gonçalves Moreira, N. D. Tebaldi, H. Charlo, G. Maciel
Brazilian consumers are increasingly seeking unique vegetable products, such as mini lettuces. However, their production is hampered by a wide variety of pathogens, including Pectobacterium carotovorum subsp. carotovorum, which causes soft rot in lettuce. In this study, we aimed to select biofortified mini lettuce genotypes with good agronomic traits and resistance to P. carotovorum. A randomized block design consisting of 12 treatments, conducted in a field and greenhouse (Federal University of Uberlândia [UFU]), was used to select biofortified mini lettuce with good agronomic traits: SPAD index, stem and plant diameter, stem length, plant height, number of leaves, fresh weight, and bolt resistance. A completely randomized design consisting of 13 treatments was used for resistance or susceptibility testing. The bacterial suspension was inoculated and the following were assessed: disease severity, 16 days after inoculation; area under the disease progress curve, calculated separately at 4, 8, 12, and 16 days after inoculation as well as the sum of data calculated on all the assessment days; and the disease resistance class. The genotypes UFU 215#1 and UFU 215#2 had significantly high carotenoid concentrations. The genotypes UFU 66#4, UFU 215#1, and UFU 215#7 showed high bolt resistance. All genotypes were classified as resistant or moderately resistant to the P. carotovorum isolate, UFU A7.
巴西消费者越来越多地寻求独特的蔬菜产品,如迷你生菜。然而,它们的生产受到多种病原体的阻碍,包括胡萝卜乳杆菌亚种。导致生菜软腐病的胡萝卜菌。在本研究中,我们旨在筛选具有良好农艺性状和抗胡萝卜弧菌的生物强化迷你生菜基因型。采用随机区组设计,在大田和温室(UFU)进行12个处理,选择具有良好农艺性状(SPAD指数、茎和株径、茎长、株高、叶数、鲜重和抗栓病性)的生物强化迷你生菜。采用完全随机设计,共13个处理进行耐药或药敏试验。接种细菌悬浮液,评估如下:疾病严重程度,接种后16天;接种后4、8、12、16 d分别计算的疾病进展曲线下面积,以及所有评估日计算的数据之和;还有抗病班。基因型UFU 215#1和UFU 215#2的类胡萝卜素含量显著较高。基因型UFU 66#4、UFU 215#1和UFU 215#7表现出较高的抗栓性。所有基因型均对胡萝卜假单胞菌(P. carotovorum)分离物UFU A7具有抗性或中等抗性。
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引用次数: 0
Moisture sorption isotherms and hysteresis of soybean grains 大豆籽粒吸湿等温线及其滞回特性
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56615
J. S. Zeymer, P. C. Corrêa, G. H. H. Oliveira, M. E. Araujo, Felipe Guzzo, F. M. Baptestini
Knowledge of the relationship between the equilibrium moisture content of the product and the air that involves it is essential to guarantee product quality and preserve its characteristics during storage. This trend can be studied by sorption isotherms. Thus, this study aimed to obtain desorption and adsorption isotherms of soybean grains to determine the mathematical model that best fits the experimental data and analyze the hysteresis phenomenon. Soybean grains with a moisture content of 21.95% (db) were used to verify the desorption process. The grains were dried until 3.50% (db) for the adsorption process. The static-gravimetric method was employed to determine the equilibrium moisture content of the grain at different temperatures (10, 20, 30, 40, and 50°C) and relative humidity levels (0.10 to 0.92%). Eight mathematical models were fitted to the experimental data. The modified Halsey model satisfactorily represented the desorption and adsorption phenomena of soybean grains. The equilibrium moisture content of soybean grains increased along with an increment in water activity. The increase in temperature led to a reduction in the equilibrium moisture content of soybean grains at a constant water activity. The equilibrium moisture content values obtained by desorption are higher than those obtained by adsorption, indicating the hysteresis phenomenon at the studied temperature range. The isotherms obtained for the desorption and adsorption process were classified as type III because of the high oil content in soybean grains.
了解产品的平衡水分含量与涉及它的空气之间的关系对于保证产品质量和在储存期间保持其特性至关重要。这种趋势可以用吸附等温线来研究。因此,本研究旨在获得大豆颗粒的解吸和吸附等温线,以确定最符合实验数据的数学模型,并分析滞后现象。以含水量为21.95% (db)的大豆籽粒为实验材料,对解吸过程进行了验证。将颗粒干燥至3.50% (db)进行吸附过程。采用静重法测定不同温度(10℃、20℃、30℃、40℃和50℃)和相对湿度(0.10 ~ 0.92%)下谷物的平衡水分含量。对实验数据拟合了8个数学模型。修正的Halsey模型较好地反映了大豆颗粒的脱附和吸附现象。大豆籽粒平衡水分含量随水分活度的增加而增加。温度升高导致恒定水分活度下大豆籽粒平衡水分含量降低。解吸得到的平衡含水率值高于吸附得到的平衡含水率值,表明在所研究的温度范围内存在滞后现象。由于大豆籽粒含油量高,解吸吸附过程的等温线可归为ⅲ型。
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引用次数: 0
Genetic dissimilarity for thermoinhibition in seeds of lettuce lines after defoliation 生菜品系脱叶后种子热抑制的遗传差异
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56518
H. C. R. Catão, G. Maciel, L. Gomes, A. Siquieroli, J. M. Luz, Luciano Dias Cabral Neto
Removal of lettuce basal leaves is a technique used by the seed industry; however, the effects on seed production and physiological potential are unknown. Genetic dissimilarity is fundamental in the identification of individuals in terms of traits of interest, although it is rarely considered in relation to seeds that are tolerant to thermoinhibition. The aim of this study was to ascertain the relationship between defoliation of lettuce plants and seed yield/physiological quality, as well as the genetic dissimilarity among genotypes with regard to seed thermoinhibition. We used 35 lines of biofortified lettuce, the cultivars Uberlândia 10000, Belíssima, UFU MC BIOFORT1, and Everglades (tolerant to thermoinhibition), and Grand Rapids and Verônica (susceptible to thermoinhibition). The seed yield and physiological quality of the genotypes with and without defoliation were evaluated, artificially aged, and germinated at four temperatures in a factorial arrangement. The genetic dissimilarity was estimated by Tocher graphing and the UPGMA clustering method, based on the Mahalanobis generalized distance (D 2 ii). Four UFU genotypes and Grand Rapids had high seed yields. With removal of basal leaves, there was higher seed yield per plant and there was an effect on their physiological quality. The genotypes exhibited genetic variability for thermoinhibition, with UFU-86#2#1#1 and Everglades showing similar performance.
去除生菜基叶是种业使用的一种技术;然而,对种子生产和生理潜能的影响尚不清楚。遗传差异是鉴定个体感兴趣性状的基础,尽管很少考虑与耐热抑制的种子有关。本研究的目的是确定生菜叶片脱落与种子产量/生理品质的关系,以及不同基因型在种子热抑制方面的遗传差异。我们使用了35个品种的生物强化生菜,包括uberl ndia 10000、Belíssima、UFU MC BIOFORT1和Everglades(耐热抑制),以及Grand Rapids和Verônica(对热抑制敏感)。在四种温度下,以因子排列的方式评估了有落叶和无落叶基因型的种子产量和生理品质,并进行了人工老化和发芽。基于Mahalanobis广义距离(d2 ii),采用Tocher图和UPGMA聚类方法估计遗传差异。4个UFU基因型和大急流城的种子产量较高。除基叶后,单株种子产量提高,生理品质有所改善。基因型对热抑制表现出遗传变异,UFU-86#2#1#1和Everglades表现出相似的表现。
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引用次数: 1
Indicators for evaluation of model performance: irrigation hydraulics applications 模型性能评价指标:灌溉水力学应用
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56300
L. Sobenko, B. D. Pimenta, A. Camargo, A. D. Robaina, M. X. Peiter, J. A. Frizzone
Several mathematical models have been developed for applications in the hydraulics of irrigation systems and several performance indicators of these models are used and suggested by the literature. Thus, the objective of this work was to investigate the performance of statistical indicators for the evaluation of models in irrigation hydraulics. For this, three case studies which represent typical irrigation hydraulics modeling were used to assess the indicators. A set of indicators were analyzed: a) difference-based: mean absolute error, mean square error, root mean square error, scaled root mean square error, and percent mean absolute error; b) efficiency-based: Nash-Sutcliffe and Legates-McCabe; c) correlation coefficient ( ); d) coefficient of determination ( ); e) index of agreement index ( ); f) Camargo and Sentelhas index ( ); and g) graphical methods: regression error characteristic curve based on relative absolute error and 1:1 scatter plot. For the evaluated cases, which are physical phenomena, differentiable indicators are similar measures and it is appropriate to report either or both indices. The assessment of models must also be supported by graphical analysis, which shows the real scenario of errors in the model evaluation processes. Efficiency-based indicators, , , , and  are not recommended and should be avoided in modeling of irrigation hydraulics.
一些数学模型已经被开发用于灌溉系统的水力学应用,这些模型的几个性能指标被文献使用和建议。因此,本工作的目的是研究灌溉水力学模型评价的统计指标的性能。为此,使用了三个代表典型灌溉水力学模型的案例研究来评估指标。分析了一组指标:A)基于差异的:平均绝对误差、均方误差、均方根误差、缩放后的均方根误差和百分比平均绝对误差;b)基于效率的:纳什-萨特克利夫和莱格茨-麦凯布;C)相关系数();D)决定系数();E)协议指数();f) Camargo和Sentelhas指数();g)图形化方法:基于相对绝对误差的回归误差特征曲线和1:1散点图。对于被评价的物理现象,可微分指标是类似的度量,报告其中一个指标或两个指标都是合适的。模型的评估还必须得到图形分析的支持,图形分析显示了模型评估过程中错误的真实情况。效率为基础的指标,,,,和不建议,应该避免在灌溉水力学建模。
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引用次数: 2
Agronomic potential of BC1F2 populations of Santa Cruz dwarf tomato plants 圣克鲁斯矮番茄BC1F2群体的农艺潜力
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56482
D. Gomes, G. Maciel, Luiz Brandão Neto, C. Oliveira, A. Siquieroli, R. R. Finzi
The use of dwarf lines to obtain mini-tomato hybrid plants has led to agronomic and economic advantages. However, the benefits provided by dwarf parents in tomato hybrids of the Santa Cruz type remain unexplored. The aims of this study were to determine the agronomic enhancement in BC1F2 dwarf populations bearing characteristic fruit of the Santa Cruz type after the first backcross and to select populations with high agronomic potential and fruit quality. The experiment was conducted in a greenhouse using a randomized block design with 15 treatments and 4 replicates. Evaluated genetic materials included 11 BC1F2 dwarf tomato populations, both parents (recurrent and donor), and the cultivars (Santa Cruz Kada and Santa Clara). Traits evaluated included: mean weight, soluble solid concentration, number of locules, shape, pulp thickness, fruit longitudinal and transversal diameters, internode length, and plant height. Univariate, multivariate, correlation, and selection index analyses showed that mean fruit weight, transverse diameter, and pulp thickness increased significantly in dwarf populations after a single backcross, most of them exhibiting a fruit shape similar to that of the Santa Cruz type. The dwarf BC1F2 populations UFU-Sci#11 and UFU-Sci#12 showed high potential for obtaining lines and, subsequently, Santa Cruz type hybrids.
利用矮系获得小型番茄杂交种具有良好的农艺和经济优势。然而,矮亲本在圣克鲁斯型番茄杂交中所提供的益处仍未被探索。本研究的目的是确定首次回交后具有圣克鲁斯型特征果实的BC1F2矮化群体的农艺增强,并筛选具有较高农艺潜力和果实品质的群体。试验在温室内进行,采用随机区组设计,共15个处理,4个重复。评估的遗传材料包括11个BC1F2矮番茄群体,亲本(循环和供体)和栽培品种(Santa Cruz Kada和Santa Clara)。评价的性状包括:平均重量、可溶性固形物浓度、房室数、形状、果肉厚度、果实纵、横直径、节间长和株高。单因素、多因素、相关分析和选择指数分析表明,单次回交后矮化群体的平均果实重、横向直径和果肉厚度显著增加,大多数矮化群体的果实形状与圣克鲁斯型相似。矮秆BC1F2群体UFU-Sci#11和UFU-Sci#12在获得品系和随后的圣克鲁斯型杂交种方面表现出很高的潜力。
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引用次数: 0
Agronomic and physicochemical parameters of must and wine as a function of changes in ‘Cabernet Sauvignon’ grapevine canopy 赤霞珠葡萄树冠变化对葡萄和葡萄酒的农艺和理化参数的影响
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56441
J. M. Silveira, C. Rombaldi, Juan Saavedra del Aguila, M. Gabbardo, W. Cunha
This study aimed to evaluate the influence of vegetative canopy height on the agronomic characteristics and grape must and wine physicochemical properties of a ‘Cabernet Sauvignon’ vineyard in an espalier-trained system. The evaluated parameters comprised agronomic characteristics of ‘Cabernet Sauvignon’ grapevines and physicochemical compositions of ‘Cabernet Sauvignon’ musts and wines, as well as their phenolic compositions (anthocyanins, stilbenes, and flavonoids), and impact on wine contents of methoxypyrazines (volatile compounds that impart vegetal or earthy odors to wine, which are considered undesirable in large intensity). To that end, four heights of the vegetative canopy were tested: 60 cm (T1), 80 cm (T2), 100 cm (T3), and 120 cm (T4). The experiment was carried out in a commercial vineyard in the region of “Campanha Gaúcha” (Dom Pedrito, Rio Grande do Sul State, Brazil) during the productive cycles of 2015/16, 2016/17, 2017/18, and 2018/19. The main agronomic parameters were measured: estimated productivity per plant and hectare, and mean weight and number of clusters. All wines were elaborated by the same traditional winemaking methods. The physicochemical analyses of must and wines were performed by infrared spectroscopy using Fourier Transform Infrared Spectrometer (FTIR), and the phenolic analysis by high-efficiency liquid chromatography and UV-Vis spectrophotometry. Methoxypyrazines were quantified using headspace solid-phase microextraction (HS-SPME), followed by gas chromatography-mass spectrometry (GC-MS). The results showed that treatments did not influence agronomic parameters. However, technological maturation (sugar accumulation) had interesting results for plants managed at higher canopy heights, with respective results obtained for wine. Treatments had little influence on individual quantification of anthocyanins, although cycles had a high influence on their profile. The wines had low concentrations of methoxypyrazines and did not differ among treatments.
本研究旨在评价植物冠层高度对“赤霞珠”(Cabernet Sauvignon)葡萄园农艺性状和葡萄品种及葡萄酒理化性状的影响。评估参数包括“赤霞珠”葡萄的农艺特征和“赤霞珠”葡萄酒的物理化学成分,以及它们的酚类成分(花青素,二苯乙烯和类黄酮),以及对葡萄酒中甲氧基吡嗪含量的影响(挥发性化合物,赋予葡萄酒植物或泥土的气味,这被认为是不受欢迎的大强度)。为此,对植被冠层高度分别为60 cm (T1)、80 cm (T2)、100 cm (T3)和120 cm (T4)进行了试验。实验在2015/16、2016/17、2017/18和2018/19生产周期的“Campanha Gaúcha”(巴西南里约热内卢Grande do Sul State Dom Pedrito)地区的一个商业葡萄园进行。测量了主要的农艺参数:每株和公顷的估计生产力,以及平均重量和簇数。所有的葡萄酒都是用同样的传统酿酒方法酿造的。采用傅里叶变换红外光谱仪(FTIR)进行红外光谱分析,采用高效液相色谱法和紫外可见分光光度法进行酚类分析。采用顶空固相微萃取法(HS-SPME)、气相色谱-质谱联用法(GC-MS)对甲氧基吡嗪进行定量分析。结果表明,处理对农艺参数没有影响。然而,技术成熟(糖积累)在较高冠层高度管理的植物中有有趣的结果,在葡萄酒中也得到了相应的结果。处理对单个花青素的定量影响不大,尽管周期对其剖面有很大影响。这些葡萄酒的甲氧基吡嗪浓度很低,处理之间没有差异。
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引用次数: 0
Sexual and asexual propagation of Baccharis dracunculifolia DC., a dioecious medicinal Brazilian shrub 龙葵的有性和无性繁殖。一种雌雄异株的巴西药用灌木
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56750
M. Tomazzoli, W. Amaral, J. Tomasi, A. C. Belniaki, Maristela Panobianco, W. M. Zeviani, C. Deschamps
Baccharis dracunculifolia DC. is a pioneer plant native from Brazil that has great importance due to its secondary metabolites (essential oil and Brazilian green propolis) and its potential in the recovery of degraded areas. The main goal of this study was to evaluate the propagation techniques of B. dracunculifolia by sexual reproduction and asexual propagation of male and female stem cuttings. For reproduction, female individuals from a natural population were periodically monitored for their reproductive development and their diaspores were collected to evaluate the maximum dry mass accumulation to determine physiological maturity. The germination test was performed by testing four temperatures (20, 25, 30, and 20–30°C), in addition to the germination speed index (GSI) and first count. For vegetative propagation, stem cuttings (8 cm) of male and female individuals were treated with an indole butyric acid (IBA) solution at 0, 1,500, 3,000, 4,500, and 6,000 mg L−1. The cuttings were evaluated for mortality, survival, rooting, sprouting, leaf retention, callogenesis, number of roots, and average length of roots (cm) after 120 days. The physiological maturity of diaspores occurred at 40 days after anthesis, which was the best time for collection in the field. The temperatures of 25 or 20–30°C should be used in the germination tests of the species. The first count was identified four days after sowing and the last count after 11 days. The rooting of B. dracunculifolia cuttings is very low. Sex did not influence the evaluated parameters, but increasing IBA doses positively influenced rooting, number of roots, and average length of roots and negatively influenced calluses formation.
龙舌兰是一种原产于巴西的先锋植物,由于其次生代谢物(精油和巴西绿蜂胶)及其在退化地区恢复中的潜力而具有重要意义。本研究的主要目的是通过雌雄茎插枝的有性繁殖和无性繁殖来评价龙葵的繁殖技术。在生殖方面,定期监测自然种群中的雌性个体的生殖发育情况,并收集其生殖器官以评估最大干质量积累,以确定生理成熟度。除了萌发速度指数(GSI)和第一次计数外,还通过测试4种温度(20、25、30和20 - 30°C)进行萌发试验。为了无性繁殖,雄性和雌性个体的茎插枝(8cm)分别用吲哚丁酸(IBA)溶液处理,浓度分别为0、1500、3000、4500和6000 mg L−1。120天后,对扦插苗的死亡率、存活率、生根率、发芽率、叶片保留率、胼胝质形成率、根系数量和平均根系长度(cm)进行评价。花后40天生理成熟,是田间采收的最佳时间。该品种的发芽试验应采用25°C或20-30°C的温度。第一次计数是在播种后4天确定的,最后一次计数是在播种后11天确定的。龙舌兰插条的生根率很低。性别对评价参数没有影响,但增加IBA剂量对生根、根数和平均根长有积极影响,对愈伤组织形成有消极影响。
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引用次数: 0
Phenotypic diversity of starch pasting properties in cassava for food industry 食品用木薯淀粉糊化特性的表型多样性
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56361
Cristiano Silva Dos Santos, M. B. Sousa, A. C. Brito, L. A. D. Oliveira, C. Carvalho, E. J. Oliveira
The aim of this study was to evaluate the phenotypic variation and diversity of cassava for breeding purposes based on the pasting properties of starch, for food applications. The viscosities of the starches, extracted from 1031 accessions, were obtained using a Rapid Visco Analyzer. The best linear unbiased predictors were calculated for five critical points of the viscograms, which were then used to cluster the accessions based on the discriminant analysis of principal components. The wide phenotypic variation identified from the viscograms reveals the high potential for selection gains, especially for pasting temperature and setback. Certain strong correlations indicate that selection based on a specific viscogram trait can be used for indirect selection (e.g., the correlation between peak viscosity and breakdown [0.85]). The lowest Bayesian information criterion identified five different groups. Groups 3 and 4 exhibited high pasting temperatures, while Groups 3 and 5 exhibited low setbacks. Group 3 also exhibited low viscosity and breakdown. However, we focused on selecting cassava accessions with a high pasting temperature and low setback, as these are the most important traits for industrial applications. The predicted genetic gains from the selection of the top 15 cassava accessions for increasing pasting temperature and decreasing setback were 4.40% and 53.17%, respectively. The increased pasting temperature (~72.89°C) and high amplitude of setback (~600 cP) due to selection can guide the utilization of the cassava germplasm for breeding and provide a basis for further studies to develop varieties with added value, especially in the food industry.
本研究的目的是根据淀粉的糊化特性来评估木薯的表型变异和多样性,以供育种使用。从1031份原料中提取淀粉,用快速粘度分析仪测定淀粉的粘度。根据粘图的五个临界点计算出最佳的线性无偏预测因子,然后根据主成分的判别分析将其用于聚类。从粘图中鉴定出的广泛表型变异揭示了选择增益的高潜力,特别是在粘贴温度和挫折方面。某些强相关性表明,基于特定粘谱特征的选择可用于间接选择(例如,峰值粘度与击穿之间的相关性[0.85])。最低的贝叶斯信息标准确定了五个不同的群体。第3组和第4组粘贴温度较高,第3组和第5组粘贴温度较低。3组也表现出低粘度和低击穿。然而,我们专注于选择具有高糊化温度和低挫折的木薯材料,因为这些是工业应用最重要的特性。提高糊温和减少挫折的前15个木薯材料的预测遗传增益分别为4.40%和53.17%。选择导致的糊化温度升高(~72.89℃)和退坡幅度高(~600 cP),可以指导木薯种质资源的育种利用,为进一步研究开发具有附加值的品种,特别是食品工业附加值品种提供基础。
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引用次数: 0
Temperature: A major climatic determinant of cowpea production 温度:影响豇豆产量的主要气候因素
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-19 DOI: 10.4025/actasciagron.v45i1.56812
J. M. R. Barros, M. Guimarães, W. L. Simões, N. Melo, F. Angelotti
Cowpea planting season is crucial for high yield and should comprise the period of the year that warrants the best climatic conditions for cowpea cultivation. Thus, the objective of this study was to evaluate the influence of water availability and temperature on the performance of cowpea cultivars. A greenhouse experiment was conducted using a 4 × 2 × 5 factorial arrangement, with four replications. Factors included four levels of soil moisture (25, 50, 75, and 100% of water holding capacity), two growing seasons (mild and hot), and five cowpea cultivars (Carijó, Itaim, Pujante, Rouxinol, and Tapahium). The number of pods and seeds per plant, seed production, water use efficiency, shoot dry mass, root dry mass, and physiological parameters were evaluated. Seed production was higher during the mild season than during the hot season and increased linearly with increasing soil water availability. Photosynthetic activity and transpiration were higher during the hot season than during the mild season, with their reduction under a water availability of 25% regardless of the growing season. Total chlorophyll content decreased with excess water. Regardless of water availability, temperature was the most limiting climatic factor for cowpea performance. Cultivars Carijó, Itaim, and Tapahium exhibited a lower reduction in productive potential when grown in the hot season.
豇豆种植季节对高产至关重要,应该包括一年中保证豇豆种植最佳气候条件的时期。因此,本研究的目的是评价水分和温度对豇豆品种生产性能的影响。温室试验采用4 × 2 × 5因子设计,共4个重复。因子包括4个土壤水分水平(25%、50%、75%和100%持水量)、2个生长季节(温和和炎热)和5个豇豆品种(Carijó、Itaim、Pujante、Rouxinol和Tapahium)。对单株荚果数、种子数、种子产量、水分利用效率、茎干质量、根干质量及生理参数进行了评价。种子产量在温和季高于炎热季,并随土壤水分有效性的增加而线性增加。光合活性和蒸腾作用在炎热季节高于温和季节,在水分有效性为25%的情况下,无论生长季节如何,光合活性和蒸腾作用都会降低。总叶绿素含量随水分过多而降低。无论水分有效性如何,温度是影响豇豆生产性能的最主要气候因素。品种Carijó、Itaim和Tapahium在炎热季节生长时,生产潜力下降幅度较小。
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引用次数: 2
Estimation of genetic parameters and selection gains for sweet potato using Bayesian inference with a priori information 基于先验信息的甘薯遗传参数估计与选择增益的贝叶斯推理
IF 1.5 4区 农林科学 Q3 AGRONOMY Pub Date : 2022-09-16 DOI: 10.4025/actasciagron.v45i1.56160
Nermy Ribeiro Valadares, A. C. G. Fernandes, Clóvis Henrique O Rodrigues, L. L. M. Guedes, J. R. Magalhães, R. A. Alves, V. C. A. Andrade Júnior, A. M. Azevedo
The selection of superior sweet potato genotypes using Bayesian inference is an important strategy for genetic improvement. Sweet potatoes are of social and economic importance, being the material for ethanol production. The estimation of variance components and genetic parameters using Bayesian inference is more accurate than that using the frequently used statistical methodologies. This is because the former allows for using a priori knowledge from previous research. Therefore, the present study estimated genetic parameters and selection gains, predicted genetic values, and selected sweet potato genotypes using a Bayesian approach with a priori information. Root shape, soil insect resistance, and root and shoot productivity of 24 sweet potato genotypes were measured. Heritability, genotypic variation coefficient, residual variation coefficient, relative variation index, and selection gains direct, indirect and simultaneous were estimated, and the data were analyzed using Bayesian inference. Data from 11 experiments were used to obtain a priori information. Bayesian inference was a useful tool for decision-making, and significant genetic gains could be achieved with the selection of the evaluated genotypes. Root shape, soil insect resistance, commercial root productivity, and total root productivity showed higher heritability values. Clones UFVJM06, UFVJM40, UFVJM54, UFVJM09, and CAMBRAIA can be used as parents in future breeding programs.
利用贝叶斯推理选择甘薯优良基因型是遗传改良的重要策略。红薯作为生产乙醇的原料,具有重要的社会和经济意义。使用贝叶斯推理对方差分量和遗传参数的估计比使用常用的统计方法更准确。这是因为前者允许使用先前研究的先验知识。因此,本研究利用具有先验信息的贝叶斯方法估计遗传参数和选择增益,预测遗传值,并选择甘薯基因型。测定了24个甘薯基因型的根形、土壤抗虫性和根冠生产力。估计遗传率、基因型变异系数、剩余变异系数、相对变异指数以及直接、间接和同时的选择增益,并利用贝叶斯推理对数据进行分析。利用11个实验的数据获得先验信息。贝叶斯推理是一个有用的决策工具,通过评估基因型的选择可以获得显着的遗传收益。根形、土壤抗虫性、商品根生产力和总根生产力具有较高的遗传值。克隆UFVJM06、UFVJM40、UFVJM54、UFVJM09和CAMBRAIA可作为未来育种计划的亲本。
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Acta Scientiarum. Agronomy.
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