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1.
Fusarium Head Blight (FHB), or scab, can result in significant crop yield losses and contaminated grain in wheat (Triticum aestivum L.). Growing less susceptible cultivars is one of the most effective methods for managing FHB and for reducing deoxynivalenol (DON) levels in grain, but breeding programs lack a rapid and objective method for identifying the fungi and toxins. It is important to estimate proportions of sound kernels and Fusarium‐damaged kernels (FDK) in grain and to estimate DON levels of FDK to objectively assess the resistance of a cultivar. An automated single kernel near‐infrared (SKNIR) spectroscopic method for identification of FDK and for estimating DON levels was evaluated. The SKNIR system classified visually sound and FDK with an accuracy of 98.8 and 99.9%, respectively. The sound fraction had no or very little accumulation of DON. The FDK fraction was sorted into fractions with high or low DON content. The kernels identified as FDK by the SKNIR system had better correlation with other FHB assessment indices such as FHB severity, FHB incidence and kernels/g than visual FDK%. This technique can be successfully employed to nondestructively sort kernels with Fusarium damage and to estimate DON levels of those kernels. Single kernels could be predicted as having low (<60 ppm) or high (>60 ppm) DON with ≈96% accuracy. Single kernel DON levels of the high DON kernels could be estimated with R2 = 0.87 and standard error of prediction (SEP) of 60.8 ppm. Because the method is nondestructive, seeds may be saved for generation advancement. The automated method is rapid (1 kernel/sec) and sorting grains into several fractions depending on DON levels will provide breeders with more information than techniques that deliver average DON levels from bulk seed samples.  相似文献   

2.
This report describes a method to estimate the bulk deoxynivalenol (DON) content of wheat grain samples with the single‐kernel DON levels estimated by a single‐kernel near‐infrared (SKNIR) system combined with single‐kernel weights. The described method estimated the bulk DON levels in 90% of 160 grain samples to within 6.7 ppm of DON when compared with the DON content determined with the gas chromatography–mass spectrometry method. The single‐kernel DON analysis showed that the DON content among DON‐containing kernels (DCKs) varied considerably. The analysis of the distribution of DON levels among all kernels and among the DCKs of grain samples is helpful for the in‐depth evaluation of the effect of varieties or fungicides on Fusarium head blight (FHB) reactions. The SKNIR DON analysis and estimation of the single‐kernel DON distribution patterns demonstrated in this study may be helpful for wheat breeders to evaluate the FHB resistance of varieties in relation to their resistance to the spread of the disease and resistance to DON accumulation.  相似文献   

3.
Fusarium head blight (FHB) is a serious disease in wheat that affects grain quality owing to the accumulation of mycotoxins such as deoxynivalenol (DON) in grains. Near‐infrared (NIR) spectroscopy has been used to develop techniques to estimate DON levels in single wheat kernels to facilitate rapid, nondestructive screening of FHB resistance in wheat breeding lines. The effect of moisture content (MC) variation on the accuracy of single‐kernel DON prediction by NIR spectroscopy was investigated. Sample MC considerably affected accuracy of the current NIR DON calibration by underestimating or overestimating DON at higher or lower moisture levels, respectively. DON in single kernels was most accurately estimated at 13–14% MC. Major NIR absorptions related to Fusarium damage were found around 1,198–1,200, 1,418–1,430, 1,698, and 1,896–1,914 nm. Major moisture related absorptions were observed around 1,162, 1,337, 1,405–1,408, 1,892–1,924, and 2,202 nm. Fusarium damage and moisture related absorptions overlapped in the 1,380–1,460 and 1,870–1,970 nm regions. These results show that absorption regions associated with water are often close to absorption regions associated with Fusarium damage. Thus, care must be taken to develop DON calibrations that are independent of grain MC.  相似文献   

4.
The feasibility of hyperspectral imaging (HSI) to detect deoxynivalenol (DON) content and Fusarium damage in single oat kernels was investigated. Hyperspectral images of oat kernels from a Fusarium‐inoculated nursery were used after visual classification as asymptomatic, mildly damaged, and severely damaged. Uninoculated kernels were included as controls. The average spectrum from each kernel was paired with the reference DON value for the same kernel, and a calibration model was fitted by partial least squares regression (PLSR). To correct for the skewed distribution of DON values and avoid nonlinearities in the model, the DON values were transformed as DON* = [log(DON)]3. The model was optimized by cross‐validation, and its prediction performance was validated by predicting DON* values for a separate set of validation kernels. The PLSR model and linear discriminant analysis classification were further used on single‐pixel spectra to investigate the spatial distribution of infection in the kernels. There were clear differences between the kernel classes. The first component separated the uninoculated and asymptomatic from the severely damaged kernels. Infected kernels showed higher intensities at 1,925, 2,070, and 2,140 nm, whereas noninfected kernels were dominated by signals at 1,400, 1,626, and 1,850 nm. The DON* values of the validation kernels were estimated by using their average spectra, and the correlation (R) between predicted and measured DON* was 0.8. Our results show that HSI has great potential in detecting Fusarium damage and predicting DON in oats, but it needs more work to develop a model for routine application.  相似文献   

5.
《Cereal Chemistry》2017,94(4):677-682
Deoxynivalenol (DON) levels in harvested grain samples are used to evaluate the Fusarium head blight (FHB) resistance of wheat cultivars and breeding lines. Fourier transform near‐infrared (FT‐NIR) calibrations were developed to estimate the DON level and moisture content (MC) of bulk wheat grain samples harvested from FHB screening trials. Grains in a rotating glass petri dish were scanned in the 10,000–4,000 cm−1 (1,000–2,500 nm) spectral range using a Perkin Elmer Spectrum 400 FT‐IR/FT‐NIR spectrometer. The DON calibration predicted the DON levels in test samples with R 2 = 0.62 and root mean square error of prediction (RMSEP) = 8.01 ppm. When 5–25 ppm of DON was used as the cut‐off to classify samples into low‐ and high‐DON groups, 60.8–82.3% of the low‐DON samples were correctly classified, whereas the classification accuracy of the high‐DON group was 82.3–94.0%. The MC calibration predicted the MC in grain samples with R 2 = 0.98 and RMSEP = 0.19%. Therefore, these FT‐NIR calibrations can be used to rapidly prescreen wheat lines to identify low‐DON lines for further evaluation using standard laboratory methods, thereby reducing the time and costs of analyzing samples from FHB screening trials.  相似文献   

6.
Single kernel moisture content (MC) is important in the measurement of other quality traits in single kernels because many traits are expressed on a dry weight basis. MC also affects viability, storage quality, and price. Also, if near‐infrared (NIR) spectroscopy is used to measure grain traits, the influence of water must be accounted for because water is a strong absorber throughout the NIR region. The feasibility of measurement of MC, fresh weight, dry weight, and water mass of single wheat kernels with or without Fusarium damage was investigated using two wheat cultivars with three visually selected classes of kernels with Fusarium damage and a range of MC. Calibration models were developed either from all kernel classes or from only undamaged kernels of one cultivar that were then validated using all spectra of the other cultivar. A calibration model developed for MC when using all kernels from the wheat cultivar Jagalene had a coefficient of determination (R2) of 0.77 and standard error of cross validation (SECV) of 1.03%. This model predicted the MC of the wheat cultivar 2137 with R2 of 0.81 and a standard error of prediction (SEP) of 1.02% and RPD of 2.2. Calibration models developed using all kernels from both cultivars predicted MC, fresh weight, dry weight, or water mass in kernels better than models that used only undamaged kernels from both cultivars. Single kernel water mass was more accurately estimated using the actual fresh weight of kernels and MC predicted by calibrations that used all kernels or undamaged kernels. The necessity for evaluating and expressing constituent levels in single kernels on a mass/kernel basis rather than a percentage basis was elaborated. The need to overcome the effects of kernel size and water mass on single kernel spectra before using in calibration model development was also highlighted.  相似文献   

7.
The potential of VIS‐NIR spectroscopy as a rapid screening method for resistance of Fusarium‐inoculated oats to replace the costly chemical measurements of deoxynivalenol (DON) was investigated. Partial least squares (PLS) regression was conducted on second‐derivative spectra (400–2,350 nm) of 166 DON‐contaminated samples (0.05–28.1 ppm, mean = 13.06 ppm) with separate calibration and test set samples. The calibration set had 111 samples, and the test set had 55 samples. The best model developed had three PLS components and a root mean square error of prediction (RMSEP) of 3.16 ppm. The residual predictive deviation (RPD) value of the prediction model was 2.63, an acceptable value for the purpose of rough screening. Visual inspection and the VIS spectra of the samples revealed that high‐DON samples tended to be darker in color and coarser in texture compared with low‐DON samples. The second‐derivative spectra showed that low‐DON samples tended to have more water and fat content than high‐DON samples. With an RMSEP value of 3.16 and RPD of value of 2.63, it seems possible to use VIS‐NIR spectroscopy to semiquantitatively estimate DON content of oats and discard the worst genotypes during the early stages of screening.  相似文献   

8.
The Fusarium mycotoxins deoxynivalenol (DON) and 3-acetyl-deoxynivalenol (3-acDON) were determined in grain samples from naturally infected and Fusarium culmorum inoculated plants in field experiments in Norway during 1992–1996. The mean DON content in trials with inoculated plants was 11.8 μg/g in spring oats, 11.3μg/g in winter wheat, 28.9 μg/g in spring wheat and 31.4 μg/g in spring barley. In the natural infection trials the mean DON content was 0.32 μg/g in spring oats, 0.22μg/g in winter wheat, 1.48μg/g in spring wheat and 0.54 μg/g in spring barley. Only small differences in DON content were observed among cultivars, and significant differences were found only in winter wheat in the inoculation trials, and in spring wheat in the natural infection trials. A significant correlation was observed between the 3-acDON and DON contents in the inoculated trials in all grain species, the mean ratio of 3-acDON to DON ranging from 0.011 in wheat to 0.071 in oats.  相似文献   

9.
Fusarium head blight (FHB) is one of the major diseases of wheat (both common and durum wheat) caused by various fungi including Microdochium nivale and different Fusarium species. Most of the Fusarium species associated with FHB (mainly F. graminearum, F. culmorum and F. sporotrichioides), under favourable environmental conditions, can produce various toxic secondary metabolites (mycotoxins) that can contaminate grains. The major Fusarium mycotoxins that can occur in wheat and derived products are deoxynivalenol, nivalenol, T‐2 and HT‐2 toxins, and zearalenone. Processing has generally significant effects on the levels of mycotoxins in the final products. Deoxynivalenol is typically concentrated in the bran coat which is removed in the production of semolina; consequently, a consistent reduction of deoxynivalenol levels has been observed during each of the processing steps, from raw durum wheat to pasta production. To allow monitoring programs and protect consumers' health, several analytical methods have been developed for Fusarium mycotoxins, based on chromatographic or immunometric techniques. The European Union has established maximum permitted levels for some Fusarium mycotoxins in cereals and cereal‐based products (including unprocessed durum wheat, bran, wheat flour, and pasta). Recommendations for the prevention and reduction of Fusarium mycotoxins contamination in cereals based on identification of critical risk factors and crop management strategies have been published by the Codex Alimentarius and the European Commission.  相似文献   

10.
小麦优良亲本宁麦9号的研究与利用   总被引：4，自引：0，他引：4  
宁麦9号是高产稳产、适应性广、中抗赤霉病、高抗梭条花叶病的优质弱筋小麦品种,由该品种衍生的10个品种已成为或即将成为长江中下游麦区的主推品种。为探讨宁麦9号作为亲本在小麦育种上的利用价值,本文分析了该品种的高产生理基础,产量、品质和抗病性状的遗传以及其衍生品种的主要特点。结果表明,宁麦9号光合优势明显,后期叶片不易早衰,水分利用率高、抗旱性强,其高产优势表现为成穗数和穗粒数多。遗传分析表明,该品种穗粒数、收获指数、蛋白质含量、碱水保持力以及抗病性等性状的配合力高,易于传递给后代。以宁麦9号为亲本,通过不同育种方法,育种工作者先后育成了宁麦13、宁麦14、宁麦16、生选4号、生选6号、扬麦18、扬辐麦4号、镇麦5号、镇麦8号、南农0686等10个小麦新品种,这些衍生品种都保持了宁麦9号高产稳产、中抗赤霉病、抗梭条花叶病等优良特性。因此,认为:宁麦9号是一个一般配合力较高的优良亲本,对选育高产、优质、抗病小麦新品种有重要利用价值。  相似文献   

11.
A high‐speed dual‐wavelength sorter was tested for removing corn contaminated in the field with aflatoxin and fumonisin. To achieve accurate sorting, single kernel reflectance spectra (500–1,700 nm) were analyzed to select the optimal pair of optical filters to detect mycotoxin‐contaminated corn during high‐speed sorting. A routine, based on discriminant analysis, was developed to select the two absorbance bands in the spectra that would give the greatest classification accuracy. In a laboratory setting, and with the kernels stationary, absorbances at 750 and 1,200 nm could correctly identify >99% of the kernels as aflatoxin‐contaminated (>100 ppb) or uncontaminated. A high‐speed sorter was tested using the selected filter pair for corn samples inoculated with Aspergillus flavus; naturally infested corn grown in central Illinois; and naturally infested, commercially grown and harvested corn from eastern Kansas (2002 harvest). For the Kansas corn, the sorter was able to reduce aflatoxin levels by 81% from an initial average of 53 ppb, while fumonisin levels in the same grain samples were reduced an average of 85% from an initial level of 17 ppm. Similar reductions in mycotoxin levels were observed after high‐speed sorting of A. flavus inoculated and naturally mold‐infested corn grown in Illinois.  相似文献   

12.
In the wheat (Triticum aestivum L.) inflorescence, spikelets are arranged in two opposite rows on the main axis. Spikelet primordia initiate alternately on opposite sides at angles of 180°. Genotypes exhibiting screwed spike rachis (SCR) have been selected as a gene resource having non-standard spike morphology in wheat. Although the SCR phenotype is a prospective gene resource, it is under-utilized. The SCR phenotype is due to the attachment of spikelets to the rachis nodes on the SCR. Seed number and individual kernel size are critical economic parameters and increasing seed number and single grain weight causes competition among the growing seeds. The SCR phenotype is hypothesized to avoid competition by assuring kernel growth space in each floret. The SCR trait has been observed in spikes and peduncles of KM 60-96. The semi-dwarfism of KM 60-96 was GA3-sensitive, and it was determined by the presence of Rht8 gene. The response of KM 60-96 to microtubule depolymerizing and stabilizing drugs indicated that the SCR phenotype was not caused by a defect in the α-Tubulin gene. The F2 of two hexaploid hybrids and a pentaploid hybrid between SCR/normal types segregated 3 SCR:1 normal indicating that the SCR phenotype was determined by a single dominant gene, Scr1. Analysis with microsatellite markers indicated that the Scr1 allele was located in the region between markers Xgwm191 and Xgwm371 in chromosome arm 5BL. From the observation of the backcross generation, introgression of the Scr1 allele into locally adapted wheat cultivars is feasible to increase kernel growth space in each spikelet in the limited spike length.  相似文献   

13.
超高产广适小麦新品种济麦22产量形成分析   总被引：6，自引：0，他引：6  
济麦22是山东省农业科学院作物研究所育成的超高产广适小麦新品种,用国家和省区试的多年实验数据和高产攻关的实打产量记录对该品种进行了产量形成及稳定性分析,以期为当前超高产小麦育种提供借鉴。结果表明,济麦22在连续2年的国家小麦区域试验中均增产显著;株高72cm,高抗倒伏;成穗数40×104/667m2以上,穗粒数36粒以上,千粒重40g以上,产量3因素协调;适应度广,适应性强,静态和动态稳定性均较好。济麦22分蘖力强,自身调节能力非常强,在400~800kg/667m2产量水平范围内均有良好表现,最高产量789.9kg/667m2,创造了我国冬小麦单产新纪录。统计分析表明,提高成穗数是提升济麦22产量水平最简单有效的途径,成穗数每增加1×104/667m2,单产可提高12 kg;其次是千粒重。土壤肥力不足是阻碍超高产小麦产量提升的重要原因,育性、抗病、抗逆性差,适应性弱是限制超高产小麦大面积推广的关键因素,多点鉴定、水旱轮选、穿梭育种是解决超高产育种广适性的有效方法。  相似文献   

14.
Poor soil fertility is a major constraint to crop productivity in the highlands of Ethiopia. This study was conducted to evaluate the effects of nitrogen (N) fertilization, variety and growing season on grain yield and yield related traits, and determine relationships among agronomic traits of malting barley. The treatments studied were five N levels (0, 23, 46, 69 and 92?kg ha?1) and two malting barley varieties (Miscal-21 and Holker) over three growing seasons (2012, 2013 and 2014) at Bekoji, south eastern Ethiopia. The results revealed that as N rates increased, grain yield, number of tillers and spikes per square meter, biomass yield at harvest, days to physiological maturity, spike length and number of kernels per spike increased, but harvest index decreased. Grain yield, harvest index, number of tillers and spikes per square meter, spike length and biomass yield at harvest were greater in Miscal-21, whilst days to maturity and number of kernels per spike were greater in Holker. Grain yield, harvest index, number of tillers and spikes per square meter, spike length, biomass yield at harvest and days to maturity were significantly affected by seasonal conditions, but spike length and kernels per spike were not affected. Grain yield was positively influenced by the number of tillers per square meter, biomass yield at harvest, spikes per square meter, spike length, kernels per spike and harvest index. However, the number of tillers per square meter followed by biomass yield and spikes per square meter largely determined grain yield. The results of the current study suggest that genetic improvement of those yield related traits is the likely basis of increasing grain yield in barley.  相似文献   

15.
Abstract

Experiments were carried out to investigate 10 winter triticale cultivars for 1) genetic variability of patterns of resistance to pre-harvest sprouting, and 2) the simultaneity of seed maturation in spikes by determining the developmental stage and by measuring the rate of germination before and after physiological maturity. The cultivars used were Dagro, Fidelio, Lamberto, Lasko, Lupus, Modus, Prego, Tewo, Ulrika and Vision, and were compared by measuring the post-harvest grain falling number and by germination tests on harvested spikes during the grain filling period. Winter rye Vambo and winter wheat Kosack were used as controls. The moisture content of kernels at physiological maturity (PM) was affected by climatic conditions (r=0.38; p<0.05). Germination rate of kernels in spike before PM was influenced by cultivar only up to 17%; mostly it was affected by climatic conditions (coefficient of determination, 54%). Kernel germination rate after PM was dependent on cultivar up to 37%, but was dependent on precipitation amounts in August (coefficient of determination, 60%). The most resistant cultivar to germination during post-physiological maturity period was Modus, followed by Dagro and Prego. Kernels’ germination rate after PM was found to be an appropriate measure for selection of promising triticale cultivars for the climatic conditions, which are specific for the locations studied. The desiccation rate after PM affected significantly the duration of the period from PM up to harvest time (r=?0.50; p<0.01).  相似文献   

16.
Scab (Fusarium head blight) is a fungal disease that has become increasingly prevalent in North American wheat during the past 15 years. It is of concern to growers, processors, and the consumers because of depressed yields, poor flour quality, and the potential for elevated concentrations of the mycotoxin, deoxynivalenol (DON). Both wheat breeder and wheat inspector must currently deal with the assessment of scab in harvested wheat by manual human inspection. The study described herein examined the accuracy of a semi‐automated wheat scab inspection system that is based on near‐infrared (NIR) reflectance (1,000–1,700 nm) of individual kernels. Using statistical classification techniques such as linear discriminant analysis and nonparametric (k‐nearest‐neighbor) classification, upper limits of accuracy for NIR‐based classification schemes of ≈88% (cross‐validation) and 97% (test) were determined. An exhaustive search of the most suitable wavelength pairs for the spectral difference, [log(1/R)λ1 ‐ log(1/R)λ2], revealed that the slope of the low‐wavelength side of a broad carbohydrate absorption band (centered at ≈1,200 nm) was very effective at discriminating between healthy and scab‐damaged kernels with test set accuracies of 95%. The achieved accuracy levels demonstrate the potential for the use of NIR spectroscopy in commercial sorting and inspection operations for wheat scab.  相似文献   

17.
Fusarium head blight, induced primarily by Fusarium graminearum, resulted in widespread damage to the Manitoba barley crops of 1993 and 1994, with contamination by deoxynivalenol (DON) and other 8-keto-trichothecenes. Visible Fusarium mold in samples of 1994 barley had little relationship to DON levels in the kernel as determined by gas chromatography-mass spectrometry (GC-MS). While samples of 1993 and 1994 barley showed a weak correlation between the logarithm of DON level and percentage of kernels infected by Fusarium graminearum (r = 0.79 and 0.71, respectively), the latter method is too lengthy and requires too much training for commercial application. A commercial enzyme immunoassay for DON gave results that correlated well with GC-MS methods (r = 0.95 and 0.89, respectively) in samples of 1993 and 1994 barley and afforded a rapid and convenient method for screening. In barley samples from 1994, DON, 15-acetylDON, 3-acetylDON and 3,15-diacetylDON were detected in the approximate ratio of 47:4:1:1. In view of the higher oral toxicities of 15-acetylDON and 3-acetylDON relative to DON, and the unknown oral toxicity of 3,15-diacetylDON, GC-MS assays might be advisable in samples positive for DON from enzyme immunoassay screening.  相似文献   

18.
Ten durum wheat cultivars harvested in Manitoba in 1995, which were downgraded primarily because of fusarium-damaged (FD) kernels, were subjected to mycological tests and evaluated for semolina milling and pasta-making quality. Fusarium graminearum was the primary fungus infecting kernels. The ratio of FD to deoxynivlaenol (DON) level varied slightly among cultivars but was generally near unity. Retention of DON in semolina was about 50%. FD had a negative impact on kernel weight and test weight, resulting in lower semolina yield. Semolina ash content and bran specks were not affected by FD, but semolina became duller and redder. FD had no effect on protein content, but gluten strength was weaker probably due to a lower proportion of glutenins as shown by reversed-phase high-performance liquid chromatographic analysis of sequentially extracted gluten proteins. The influence of FD on gluten strength was not sufficient to alter pasta texture. FD had a strong adverse effect on pasta color. Even for the least damaged cultivars, which had FD levels near the limit of 2% established for the No. 3 and No. 4 Canadian Western Amber Durum (CWAD) grades, the deterioration in pasta color was readily discernible by eye, confirming that the strict FD tolerances for premium No. 1 CWAD (0.25%) and No. 2 CWAD (0.5%) grades are warranted.  相似文献   

19.
Abstract

Nitrogen accumulation in the apical spikelet of the top primary branch (superior spikelet) and the second spikelet of the lowest secondary branch (inferior spikelet), of the ear on the main stem of rice plant (Oryza sativa L. var. Sasanishiki) was characterized during grain filling. In the superior spikelet, the accumulation of dry matter and nitrogen which started immediately after lowering, proceeded rapidly, and reached the maturation level at 20 d after heading. In the inferior spikelet, however, the amount of dry matter and nitrogen accumulation was minimal immediately after flowering. It increased when grain filling of the superior spikelet was almost completed. 15N-labeled ammonia was administered to the plants at different stages of ripening and the amount of incorporation in the spikelets was analyzed at harvest. The labeled nitrogen administered at the early stages of ripening was the main source of the labeled nitrogen incorporated in the superior spikelet. However, the labeled nitrogen incorporated in the inferior spikelet largely consisted of the labeled nitrogen administered at the late stages of ripening. When all the spikelets except for the five inferior spikelets were removed from the ear at various stages of ripening, the amount of dry matter and nitrogen accumulation increased immediately, irrespective of the stage of ripening.

These results indicate that dry matter and nitrogen partitioning among spikelets of the ear is highly regulated during ripening and their accumulation in the inferior spikelets at the early stage of ripening is suppressed by some unknown factor(s) which can be eliminated by the removal of the superior spikelets.  相似文献   

20.
为深入了解多小穗小麦种质10-A EMS突变株系的表现,对经0.8%甲基磺酸乙酯(EMS)诱变种子产生的M4突变株系群体的12个农艺性状进行了评价。结果表明,222个突变株系间在株高、穗长、总小穗数、总分蘖数、有效分蘖数、穗粒数、单株产量等性状上差异极显著,群体具有丰富的变异。其中,突变株系群体中单株产量、总分蘖数、有效分蘖数、千粒重和穗粒数的变异系数均大于20%,而抽穗期、小穗数、籽粒直线宽和籽粒直线长的变异系数均小于10%。多重比较表明,在株高、穗长、总小穗数、总分蘖数、有效分蘖数、穗粒数和单株产量等性状上均能筛选到与10-A差异显著或极显著的突变株系。简单相关分析表明,突变株系的穗长与小穗数、穗粒数、抽穗期呈极显著正相关,与单株产量、千粒重、籽粒投影面积呈极显著负相关;突变株系的小穗数与穗粒数呈极显著正相关,与千粒重、籽粒投影面积呈极显著负相关。聚类分析可将所有突变株系材料分为七类,其中192份突变株系与10-A聚为类Ⅰ,其中亚类ⅠA和ⅠC材料的穗粒数和千粒重都较高,25份材料聚为类Ⅱ,而其他五类每类均只含有1份突变株系。本研究结果为深入了解小麦农艺性状的遗传规律和突变株系的遗传研究与育种利用提供了参考。  相似文献   

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