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61.
62.
Development and identification of glyphosate-tolerant transgenic soybean via direct selection with glyphosate 下载免费PDF全文
GUO Bing-fu HONG Hui-long HAN Jia-nan ZHANG Li-juan LIU Zhang-xiong GUO Yong QIU Li-juan 《农业科学学报》2020,19(5):1186-1196
Glyphosate-tolerant soybean is the most widely planted genetically modified crop worldwide. However, soybean remains recalcitrant to routine transformation because of the low infection efficiency of Agrobacterium to soybean and lack of useful selectable markers. In this study, several Agrobacterium strains and cell densities were compared by transient expression of the GUS gene. The results showed that Agrobacterium strain Ag10 at cell densities of OD_(600) of 0.6–0.9 yielded the highest infection efficiency in Agrobacterium-mediated soybean cotyledonary node transformation system. Meanwhile, a simple and rapid method was developed for identification of glyphosate tolerance in putative T_0 transgenic plants, consisting of spotting plantlets with 1 μL Roundup~?. The whole cycle of genetic transformation could be shortened to about 3 mon by highly efficient selection with glyphosate during the transformation process and application of the spot assay in putative T_0 transgenic plantlets. The transformation frequency ranged from 2.9 to 5.6%. This study provides an improved protocol for development and identification of glyphosate-tolerant transgenic soybeans. 相似文献
63.
Development of peanut varieties with high oil content by in vitro mutagenesis and screening 下载免费PDF全文
WANG Jing-shan SHI Lei LIU Yue ZHAO Ming-xia WANG Xia QIAO Li-xian SUI Jiong-ming LI Guan ZHU Hong YU Shan-lin 《农业科学学报》2020,19(12):2974-2982
Peanut (Arachis hypogaea L.) is an important oil crop globally and high oil content is one of the major targets in peanut breeding programs. Previous studies indicated that the osmotic pressure (OP) of the leaves of peanut plants subjected to drought stress was negatively correlated with kernel oil content. Based on this knowledge, we established a practical and reliable method for creating new peanut varieties with high oil content using in vitro mutagenesis and directional OP-based selection. Using embryonic leaflets of peanut variety Huayu 20 as explants, pingyangmycin (PYM) as the mutagen, and hydroxyproline (HYP) as the OP regulator, we developed 15 HYP-tolerant regenerated plants. For each regenerated plant, we selected offspring with oil content>55% (relative to 49.5% for Huayu 20). We developed and released three new peanut varieties with high yield and high oil content from the offspring of the HYP-tolerant regenerated plants. The three new varieties were named as Yuhua 4, Yuhua 9 and Yuhua 14 and their oil contents were 57.7, 61.1 and 59.3%, respectively. The results indicate that in vitro mutagenesis with PYM followed by directed screening with HYP is a useful approach for breeding peanut varieties with high oil contents. 相似文献
64.
基于变量优选与机器学习的干旱区湿地土壤盐渍化数字制图 总被引:1,自引:1,他引:0
土壤盐渍化是导致土壤退化和生态系统恶化的主要原因之一,对干旱区的可持续发展构成主要威胁。为了尽可能精确地监测土壤盐渍化的空间变异性,该研究收集新疆艾比湖湿地78个典型样点,其中选取54个样本作为训练集,24个样本作为独立验证集。基于Sientinel-2 多光谱传感器(Multi-Spectral Instrument,MSI)、数字高程模型(Digital Elevation Model,DEM)数据提取3类指数(红边光谱指数、植被指数和地形指数),经过极端梯度提升(Extreme Gradient Boosting,XGBoost)算法筛选有效特征变量,构建了关于土壤电导率(Electrical Conductivity,EC)的随机森林(Random Forest,RF)、极限学习机(Extra Learning Machine,ELM)和偏最小二乘回归(Partial Least Squares Regression,PLSR)预测模型,并选择最优模型绘制了艾比湖湿地盐渍化分布图。结果表明:优选的红边光谱指数基本能够预测EC的空间变化;红边光谱指数与植被指数组合建模效果总体上优于其与地形指数的组合,3类指数组合的建模取得了较为理想的预测精度,其中RF模型表现最优(验证集R2=0.83,RMSE=4.81 dS/m,RPD=3.11);在整个研究区内,中部和东部地区土壤盐渍化程度尤为严重。因此,XGBoost所筛选出的环境因子结合机器学习算法可以实现干旱区土壤盐渍化的监测。 相似文献
65.
基于改进极限学习机的水体溶解氧预测方法 总被引:2,自引:2,他引:0
为了有效地指导水产养殖生产,提高溶解氧浓度预测的精度,提出了基于因子筛选和改进极限学习机(Extreme Learning Machine,ELM)的水产养殖溶解氧预测模型。首先,利用皮尔森相关系数法计算各影响因子与溶解氧浓度间的相关系数,提取强关联因子,降低预测模型的输入量维度;采用偏最小二乘算法(Partial Least Square, PLS)优化传统ELM神经网络,避免网络中隐含层共线性问题,保障输出权值的稳定性;然后,结合新型激活函数,构建水体溶解氧浓度预测模型。最后,将SPLS-ELM(Selection Based Partial Least Square Optimized Extreme Learning Machine)预测模型应用到江苏省无锡市南泉基地某试验池塘的水体溶解氧预测中。试验结果表明:该模型的预测均方根误差为0.3232,与最小二乘支持向量机(Least Square Support Vector Machine,LSSVM)、BP神经网络、粒子群(Particle Swarm Optimization,PSO)优化LSSVM和遗传算法(Genetic Algorithm, GA)优化BP神经网络相比分别降低40.98%、44.48%、34.73%和44.18%。且该模型的运行时间仅0.6231s,预测精度和运行效率明显优于其他模型。该模型的溶解氧预测曲线接近真实溶解氧变化曲线,能够满足水产养殖实际生产对水体溶解氧预测的要求。 相似文献
66.
以39份玉米自交系为材料,2017—2018年在甘肃省张掖市设置田间自然抗旱鉴定试验,筛选抗旱鉴定指标,综合评价玉米自交系的抗旱性。结果表明:在干旱胁迫下,39份玉米自交系的粉丝间隔时间延长了0~3 d,株高、穗位高、穗长、穗粗、穗干重、籽粒干重、出籽率及百粒重均降低,其中,穗干重、籽粒干重和出籽率3个指标分别为正常灌水处理的81.5%、79%和88.5%。穗干重、籽粒干重和出籽率与平均抗旱系数呈显著正相关,可作为玉米自交系抗旱鉴定的主要指标。利用加权抗旱系数法综合评价筛选出强抗旱玉米自交系10份,其中自交系E28、DH351、陇1222、浚92-8和黄早四,抗旱性达到极强。本研究所筛选到的抗旱自交系可在选育抗旱新品种中加强利用。 相似文献
67.
During 11 breeding seasons, 351 7- to 10-day-old horse embryos were nonsurgically transferred into recipients that ovulated between 3 and 10 days earlier. Pregnancy rates at 14 and 40 days and foaling rates were 77.8% (273/351), 69.2% (243/351), and 64.4% (226/351), respectively. Pregnancy loss between 14 and 40 days was 11% and between 40 days and delivery was 7%. The transfer of quality grade 3 to 4 embryos resulted in a significantly lower pregnancy rate at 14 days compared with the transfer of grade 1 to 2 embryos (46.2% vs. 79%; P < .05). Eight-day-old embryos resulted in significantly lower pregnancy losses than day 9 or 10 embryos, as occurred for embryos between 400 and 1200 μm compared with embryos <400 μm. Embryos recovered from mares >20 years resulted in a significantly higher pregnancy loss rate than those recovered from younger mares. The same happened for embryos coming from mares affected by reproductive pathologies compared with healthy mares performing sport activity. None of the evaluated parameters influenced recipients' foaling rate significantly. 相似文献
68.
利用博弈论的方法对国防工业发展中已进入国防工业的企业群、待进入国防工业的企业群和政府的对策进行分析,并得出结论:政府首先要指导已进入国防工业的企业群合理定位;其次要考虑制定多大程度的保护政策来保护已进入国防工业企业的发展和利益;最后政府需要对军工企业的诉讼制定合理的支持标准,使已进入国防工业企业始终处于竞争环境良性发展.当然政府作出以上决策的主要依据是在保证本国安全的前提下使国防工业企业的利润实现最大化. 相似文献
69.
在福建省三明市郊国有林场对来自安徽省南部黄山地区的53个枫香家系进行子代测定试验,开展优良家系选择。结果表明,14年生时,试验林树高、胸径、地径、材积、圆满度的平均值分别为9.87 m、7.87 cm、11.18 cm、0.0267 m3、0.72,变幅分别为0.90~16.7 m、2.30~15.60 cm、3.20~22.50 cm、0.00072~0.15060 m3、0.21~0.97,树高、胸径、地径、材积、圆满度的家系遗传力分别为0.476、0.550、0.531、0.520和0.414,单株遗传力分别为0.188、0.211、0.207、0.221和0.107。通过综合比较,从参试的53个家系中选择出9个速生优良家系,树高、胸径和材积的平均值分别为10.70 m、8.98 cm和0.0415m3,平均遗传增益分别为2.50%、5.00%和19.37%,这些优良家系适宜福建省三明地区推广应用。 相似文献
70.
Tatiana Colchen Pascal Fontaine Yannick Ledor Fabrice Teletchea Alain Pasquet 《Aquaculture Research》2019,50(3):915-924
Cannibalism has been described in 390 teleost fish species belonging to 104 families. In rearing conditions, intra‐cohort cannibalism is one of the major bottlenecks during the early life stages of pikeperch (Sander lucioperca). This study aims to describe precisely the occurrence and the onset of cannibalism of this species during the first two post‐hatching months. In a first step, the cannibalistic behaviour was analysed through observations in three experiments. In each experiment, the number of cannibalistic cases was similar. From 14 to 48 days post‐hatching (dph), more than 60 % of prey ingestions were realized by tail‐first, but after 48 dph, the number of prey ingestions by head‐first increased. In a second step, the behavioural sequence exhibited to attack and to capture a conspecific was analysed, taking into account the size ratio between the cannibal and its prey. The behavioural sequence to capture was always the same, similar to a predatory sequence and it seems that the cannibal chose its prey about 10 s before attacking. Moreover, prey choice by a cannibal was based more on the size ratio between the cannibal and its prey than the previous activity of the potential prey. These new results could lead to solutions to decrease cannibalism in pikeperch rearing. 相似文献