基于深度学习的牛肉大理石花纹等级手机评价系统   总被引：4，自引：4，他引：0  

赵鑫龙  彭彦昆  李永玉  王亚丽  赵苗 《农业工程学报》2020,36(13):250-256

大理石花纹是影响牛肉品质等级的重要指标,目前中国牛肉加工企业对大理石花纹的评价是由专业分级人员参照标准图谱完成,具有主观性强、耗费人工的缺点。针对上述问题,该研究提出了基于深度学习的智能分级方法,设计一种具有4层卷积的神经网络结构,实现了大理石花纹特征的自动提取,并基于智能手机开发了牛肉大理石花纹检测软件。该研究共采集样本图像1 800张,按3:1:1分为校正集、验证集和测试集。为进一步验证模型,将该方法与传统机器视觉方法进行了比较,提取了牛肉大理石花纹的大、中、小脂肪颗粒个数,脂肪总面积和脂肪分布均匀度5个参数,并建立了多元线性回归模型。试验结果表明,该研究所用方法大理石花纹检测准确率更高,验证集检测正确率为97.67%。最后编写了手机软件,将模型移植入Android手机,在手机平台上调用模型进行大理石花纹检测。试验表明,该软件对测试集样本的检测准确率为95.56%,单张检测时间低于0.5 s。该研究结合卷积神经网络分类能力强和智能手机运行速度快等优点,开发了牛肉大理石花纹的手机评价系统,具有较好的实用性和便携性,可提高牛肉大理石花纹检测效率,有助于提高农畜产品检测的智能化水平。  相似文献   

Getting cosy in freshwater: Assumed to be brackish pike are not so brackish after all     

Kim Birnie‐Gauvin  Lasse Birch Hjrup  Theis Kragh  Lene Jacobsen  Kim Aarestrup 《Ecology of Freshwater Fish》2019,28(3):376-384

Pike (Esox lucius) occupy coastal streams and rivers of the Baltic Sea, where they attain large sizes (>5 kg). These large sizes are perhaps due to the fact that they can tolerate relatively high salinities and can thus forage in the nearby more productive brackish environments. In an attempt to quantify the extent to which pike utilise brackish environments, and to provide some insight into the underlying causes for brackish water migrations, we tagged 30 pike from a western Baltic river with acoustic transmitters and were able to track 21 individuals for 1 year. Based on experienced from local anglers, this population was assumed to be brackish in nature, where individuals underwent freshwater migrations to spawn. Our findings however suggest that the smallest and most active individuals make short exits into brackish waters and do so on rare occasions. Our results further indicate that neither sex nor size is related to activity level. We suggest that these patterns reflect two distinct behaviours—active and passive—and that large pike can be supported by the food availability in the river, without the need to venture into coastal zones, thus defying the conventional view that Baltic pike are all brackish in nature.  相似文献   

异速对辊式玉米秸秆粉碎还田装置设计与试验   总被引：1，自引：1，他引：0  

刘鹏  何进  李艳洁  李洪文  王庆杰  卢彩云  张振国  李绍华 《农业工程学报》2020,36(14):69-79

针对玉米秸秆量大、韧性强,导致还田后秸秆粉碎不均匀影响后续整地和播种等问题,该研究提出了一种异速对辊及动态双支撑形式的玉米秸秆粉碎还田方式,并研制了相应的玉米秸秆还田装置,主要由捡拾粉碎单元、对辊滑切支撑单元、支撑板和机壳等组成。在异速动态双支撑条件下,通过对作业过程中玉米秸秆动力学分析和秸秆漏捡面积分析,对捡拾粉碎刀和对辊滑切支撑刀进行设计,建立了影响秸秆粉碎合格率的数学模型。以捡拾粉碎刀转速、L型甩刀折弯角、L型甩刀刃口长度和滑切支撑刀滑切角为因素,秸秆粉碎合格率为试验指标进行Box-Behnken试验。田间试验结果表明:当滑切支撑刀滑切角45°、捡拾粉碎刀转速1 700 r/min、L型甩刀刃口长度45 mm和L型甩刀折弯角40°时,玉米秸秆粉碎合格率为92.58%,与预测值误差5%,满足国家标准要求。该研究提出的秸秆粉碎还田方式和研制的秸秆粉碎装置为玉米秸秆粉碎还田机设计和优化提供新的方案和技术支撑。  相似文献   

高产、抗病转基因抗虫棉品种——中棉所94A915     

范术丽  王龙  庞朝友  魏恒玲  王寒涛  王晖  喻树迅 《中国棉花》2017,44(1):35-35

概述了中棉所94A915的选育经过、特征特性，并总结了其关键栽培技术。  相似文献   

一个潜在催化莱鲍迪D苷合成的新型糖基转移酶     

陈红  张绍山  肖婕妤  陈艾萌  陈治宇  王曦旎  吴卫 《分子植物育种》2020,(9):2872-2877

尿苷二磷酸糖基转移酶(uridine diphosphate glycosyltransferases,UGTs)催化糖基转移反应,与植物次生代谢密切相关。本研究根据甜叶菊(Stevia rebaudiana)转录组数据库,克隆到一个催化莱鲍迪D苷(rebaudioside D,RD)合成的新型糖基转移酶候选基因,对其开展生物信息学分析。结果表明,该基因开放阅读框长1380 bp,编码459个氨基酸,等电点(pI)预测为5.54,理论分子量约49.66 kD,系统发育分析表明该基因与向日葵中的UGT89A2同源,故将其命名为SrUGT89A2。构建pET28a-SrUGT89A2原核表达载体,并在大肠杆菌(BL21(DE3))中诱导表达得到重组蛋白,HPLC检测表明粗酶液能催化甜叶菊提取液形成一个新的色谱峰,该峰保留时间与莱鲍迪D苷一致。经进一步纯化UGT89A2蛋白,添加不同甜菊糖苷标准品为催化底物,但未鉴定出该蛋白催化的具体糖苷。该潜在催化甜菊糖RD苷合成的新型糖基转移酶基因SrUGT89A2的发现,为RD苷的生物合成和甜菊糖苷的生物途径研究提供新的理论依据。  相似文献   

胡麻脂肪酸去饱和酶基因(fads)差异表达分析     

王卓  王树彦  韩冰  徐军  于东洋  张贵华 《分子植物育种》2020,(9):2827-2834

为了了解fad基因在胡麻蒴果发育过程中对不饱和脂肪酸的调控,对高、中、低三个不同亚麻酸(C18:3)含量的胡麻品种(’CDC Gold’,‘内亚7号’,’Linola’)进行了不同时期的品质测定,以及脂肪酸去饱和酶2a基因(fad2a)、脂肪酸去饱和酶2b基因(fad2b)、脂肪酸去饱和酶2c基因(fad2c)、脂肪酸去饱和酶3a基因(fad3a)、脂肪酸去饱和酶3b基因(fad3b)的qRT-PCR定量分析。结果表明,随着蒴果成熟,可溶性糖含量呈降低趋势,粗脂肪与粗蛋白不断积累,且差异显著(p<0.05)。fad2a基因、fad3a基因以及fad3b基因在各个时期中的表达符合正态分布。以0 d的蒴果为对照,在胡麻种子形成过程中,‘内亚7号’的三个基因在5 d和15 d的表达量迅速增加,到30 d时急剧减少,15 d的fad2a基因表达量为5.23倍,fad3a基因表达量是fad2a基因表达量的14.52倍,fad3b基因的表达量是fad2a基因表达量的16.14倍,表明这三个基因参与不饱和脂肪酸积累过程。在低亚麻酸含量品种‘Linola’30 d中,fad3a基因是fad2a基因表达量的52.71倍,fad3b呈下调趋势;在高亚麻酸含量品种‘CDCGold’30d中,fad3a基因与fad2a基因的表达量均呈下调趋势,fad3b的表达量为3.92倍;在中等亚麻酸含量品种‘内亚7号’中,fad2a基因表达量降低了0.31倍,fad3a基因是fad3b基因表达量的1.87倍。fad2b基因、fad2c基因熔解曲线不稳定,峰值低,可以在后续试验中继续探索。  相似文献   

辣椒种质资源形态学性状相关性、主成分与聚类分析   总被引：5，自引：0，他引：5  

赫卫  张慧  董延龙  王莹 《北方园艺》2018,(4):9-17

以全国各地搜集的205份辣椒种质为试材,观测28个形态性状,并对其进行相关性、主成分和聚类分析研究。结果表明:辣椒形态学性状间存在较高相关性,单株果数、叶形、株型、果形、茎绒毛、花梗着状、熟性、花柱色是最关键的性状。6个主成分的方差累积贡献率为50.653%,暗示这28个性状代表了更多的性状改良方向。主成分归纳为形态因子、产量因子、熟期因子、色彩因子,呼应聚类分析的主要区分依据果形、单株果数、熟期和果色,将205份种质分成7类,有效区分了不同的品种。说明在改良形态性状时,按育种目标的要求选取主要性状,同时也要注意与其它性状间的关联。  相似文献   

栀子和玉兰花提取物对烤烟主要化学成分及致香物质含量影响     

李迪秦  卢政言  王艳  钟仪  刘铭辉  王青  江祥伟  陆超  丁春霞 《作物杂志》2020,36(1):136-569

以湘烟5号为材料,通过盆栽试验,探讨不同浓度植物提取物对烤烟主要化学成分及致香物质含量的影响。结果表明,喷施栀子花和玉兰花汁液提取物有利于烟叶原料主要化学成分含量的改善,与对照相比,喷施处理的上部橘黄二级（B2F）和中部橘黄三级（C3F）烟叶还原糖含量分别高15.0%~21.1%和14.3%~17.7%,钾含量分别高5.7%~13.9%和7.4%~14.0%;与对照相比,喷施处理的烟叶的石油醚提取物、类胡萝卜素降解物、降解产物、茄酮、非酶棕色化反应产物、芳香族氨基酸裂解产物、新植二烯和中性致香物质总量,上部橘黄二级（B2F）烟叶分别高10.0%~20.9%、11.2%~20.9%、9.6%~20.2%、9.8%~21.1%、10.8%~22.5%、11.2%~23.0%、14.9%~24.7%和11.9%~22.1%,中部橘黄三级（C3F）烟叶分别高13.5%~24.1%、11.3%~21.0%、11.4%~20.0%、10.8%~18.7%、13.1%~21.2%、10.1%~19.1%、17.5%~27.0%和18.1%~27.6%;烟叶感官质量评价权重得分高于对照。栀子花和玉兰花汁液提取物对烟叶主要化学成分及致香物质含量的作用效果以施用量3.5~5.0g/株的处理最佳。  相似文献   

A genetic linkage map in southern‐by‐spring oat identifies multiple quantitative trait loci for adaptation and rust resistance     

Frdrick G. Sunstrum  Wubishet A. Bekele  Charlene P. Wight  Weikai Yan  Yuanhong Chen  Nicholas A. Tinker 《Plant Breeding》2019,138(1):82-94

We developed 178 recombinant inbred lines from a southern‐by‐spring oat population designated as “TxH.” These lines were genotyped to generate a high‐quality linkage map that resolved 6,902 markers into 21 linkage groups that matched closely with the latest hexaploid oat consensus map. Three major quantitative trait loci (QTLs) affecting heading date were found in locations that are consistent with known QTLs and candidate genes, and two other QTLs affecting heading date were found in novel locations. Five QTLs affecting plant height were found. Both sets of QTLs are responsible for transgressive segregation observed for these two traits. Four QTLs affecting resistance to crown rust, caused by the pathogen Puccinia coronata f. sp. avenae, were identified. Two of these QTLs are consistent with known clusters of rust resistance genes, while two may represent new locations of novel rust resistance genes. A complete set of SNP sequences suitable for generating markers for molecular selection is provided.  相似文献   

Whitened kernel surface: A fast and reliable method for assessing Fusarium severity on cereal grains by digital picture analysis     

Marine Ollier  Vincent Talle  Anne‐Laure Brisset  Zo Le Bihan  Simon Duerr  Marc Lemmens  Ellen Goudemand  Olivier Robert  Jean‐Louis Hilbert  Hermann Buerstmayr 《Plant Breeding》2019,138(1):69-81

Fusarium head blight (FHB) is a cereal disease of major importance responsible for yield losses and mycotoxin contaminations in grains. Here, we introduce a new measurement approach to quantify FHB severity on grains based on the evaluation of the whitened kernel surface (WKS) using digital image analysis. The applicability of WKS was assessed on two bread wheat and one triticale grain sample sets (265 samples). Pearson correlation coefficients between Fusarium‐damaged kernels (FDK) and WKS range from r = 0.77 to r = 0.81 and from r = 0.61 to r = 0.86 for the correlation between deoxynivalenol (DON) content and WKS. This new scoring method facilitates fast and reliable assessment of the resistance to kernel infection and shows significant correlation with mycotoxin content. WKS can be automated and does not suffer from the “human factor” inherent to visual scorings. As a low‐cost and fast approach, this method appears particularly attractive for breeding and genetic analysis of FHB resistance where typically large numbers of experimental lines need to be evaluated, and for which WKS is suggested as an alternative to visual FDK scorings.  相似文献