基于卷积神经网络的拖拉机工况识别

农机工况识别在细化农机作业状态和帮助掌握区域污染物排放趋势方面有着重要的研究价值。基于拖拉机不同运行状态下的行驶速度、发动机转速以及实时油耗等时间序列,首次提出将图像识别方法引入到拖拉机工况识别中的思路,并分别应用参数优化的支持向量机与卷积神经网络对实际作业拖拉机工况进行研究。结果表明:(1)基于参数优化的支持向量机可以较好地实现样本点的工况识别且识别准确度达到99.851 9%,但无法实现农机工况的连续性识别,同时无法对农机工况转换阶段进行有效识别。(2)以拖拉机运行速度与发动机转速等信息构建样本图像来描述农机工况变化的数据表达,并在此基础上应用卷积神经网络可以有效实现农机工况的连续性识别,且识别准确率可以达到93.3%。本研究在农机工况识别方面具有一定参考价值,并为后续农机不同工况下区域污染物排放研究提供技术支持。     

从腹泻金黄地鼠中分离出致病性大肠杆菌

从腹泻金黄地鼠中分离到 3株细菌 ,经染色镜检、生化反应鉴定和动物试验确证 :该菌为大肠杆菌。该试验为地鼠大肠杆菌的防制提供了流行病学资料与理论依据。     

16S rRNA在兽医病原菌分类鉴定中的应用

介绍16S rRNA基因的特点，阐述其用于病原菌分类鉴定的基本原理，综述其在兽医病原菌分类鉴定中的应用。     

鹅出血性坏死性肝炎的初步研究

本病为雏鹅的一种病毒性传染病，病毒为球形，无囊膜，直径为76－86nm大小的颗粒，属于呼肠孤病毒科鹅呼肠孤病毒。能在发育良好的鹅胚等禽胚内复制，致死胚胎，并具有特征性病变。患病雏鹅以出血性坏死性肝炎为特征性的大体病理变化和显微病理变化。     

Application of acoustic Doppler current profiler combined with a scientific echo sounder for krill Euphausia pacifica density estimation

ABSTRACT:   An application of the acoustic Doppler current profiler (ADCP, 153.6 kHz) in combination with a scientific echo sounder (EK60, 38 and 200 kHz) was investigated to estimate the density of krill Euphausia pacifica . The acoustic backscattering strength from sound scattering layers was compared with biomass estimates from midwater trawls. Euphausia pacifica was targeted among mixed species populations in the sound scattering layer in the offshore Funka Bay area of Hokkaido, Japan. The frequency characteristics of acoustic backscattering by krill were calculated using a distorted wave Born approximation scattering model at three frequencies. Krill aggregations identified from the EK60 data were extracted as the mean volume backscattering strength difference between two frequencies. They were then used to identify similar aggregations in the ADCP data by matching observation times and depths for the two methods, which were applied simultaneously. Results from the comparison of the mean volume backscattering strength and the density calculated from the ADCP and EK60 showed that ADCP can be used to measure density and spatial–temporal distribution of krill aggregations. Current speed and direction at the study site were found to be 16.1 cm/s and 187.0°, respectively, and krill speed and direction (including the current component) were found to be 19.8 cm/s and 172.2°, respectively. Based on the ADCP data, the net speed and direction of the krill aggregations were found to be 5.9 cm/s and 128.0°, respectively.     

农业科研立题和成果鉴定的情报查新

阐述了农业科研立题,成果鉴定的情报查新的必然性及重要意义,并对查新工作提出了几点建议。     

基于系统辩识的PID参数自整定

This paper presented a metnod of self-determining PID parameters by using system idenification and gave a engineering sample.     

农作物抗旱性鉴定仪的研制和应用

依据陈毓荃等首次提出的连续升温电导法，研制了ＮＫＪ－１型农作物抗旱性鉴定仪，对１４种小麦抗旱性的鉴定结果与田间观测结果一致，也适于果树抗热性鉴定。     

鹅细小病毒HG5/82株的分离鉴定及生物学特性的研究

本研究通过对1982年黑龙江某鹅场发生的鹅细小病毒病疑似病例的肝病变组织病毒分离,进行回顾性研究.将肝脏加PBS研磨后,-70℃/37℃反复冻融三次,除菌过滤后接种12日龄鹅胚.发现病毒对鹅胚的致死时间为5～6 d,胚体体表有轻微出血点.鹅胚尿囊液经磷钨酸染色,可见具有典型特征的细小病毒粒子.将该病毒尿囊液在12日龄鹅胚中连续传16代,随着传代次数的增加,胚体多集中在3～4 d死亡.病毒传至第三代时死亡胚体头、颈、背部出现较为严重的出血点,体表有水肿.第五代病毒尿囊液(命名为HG5/82)对12日龄鹅胚的ELD50为10-5.92/0.1 mL.将20只12日龄雏鹅分为三个试验组和一个阴性对照组,各组分别接种鹅胚尿囊液104.92ELDso、103.92ELD50、102.92ELD50及生理盐水,发现雏鹅接种HG5/82后4 d出现轻微腹泻,随后恢复正常.用套式PCR检测雏鹅肛拭子病毒的体外排放情况.发现三个试验组在接种病毒后1～20 d用套式PCR均可检测到病毒.对照组及试验组接种后20～56d没有检测到病毒.将套式PCR产物进行序列测定并于参考毒株进行比较,表明该序列具有GPV相应区域的共同分子特征,与GPV参考毒株B的相应序列同源性达93.6%.本研究结果表明,该分离毒株为典型的鹅细小病毒(Goose Parvovirus,GPV),对雏鹅的致病力较弱.     

2型猪链球菌的血清学鉴定

本试验首次证实了２型猪链球菌在我国的存在，采用玻片凝集、琼脂扩散及毛细管沉淀等３项试验，对１９９０年以来广东某猪场断奶仔猪暴发流行的败血症、脑膜炎及关节炎病猪中分离的１５株链球菌进行了血清学鉴定。结果表明：１５株链球菌均为２型猪链球菌；用高压法提取抗原进行沉淀反应，其结果比酸热法提取抗原具有简便、敏感、特异性强的特点。