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。     

高生物钙线椒新品种“陕椒2001”

线辣椒为陕西省的传统名优特品种。也是唯一能在全国起拳头的出口创汇产品。因其具有“果色鲜红和品佳味香”的特点,在国     

福建省林木良种繁育概况及今后工作设想

本文介绍了福建省林木种质资源的收集保存、研究利用，优良家系选育，树种内种源研究，高世代种子园研究，乡土树种栽培驯化，外来树种引种，提高种子园种子产量所采取的措施，无性繁殖技术等林木良种繁育概况；并就林木育种工作存在的问题及今后工作设想提出建设性意见。     

金针菇品种比较试验

１９９１年１０月至１９９３年７月，笔者用Ｃｏ－２７等１２个菌株做了四批十二次金针菇品种比较试验，菌株Ｃｏ－２７比优良品种三明一号，Ｆ９０８分别增产１４．２６％和１２．３９％，差异显著性测验表明，它们之间的差异均达到了显著程度；Ｃｏ－２６，Ｃｏ－１４，Ｃｏ－２３，Ｃｏ－１５，Ｃｏ－２４，Ｃｏ－１３等菌株与两个对照品种相比，其产量都有不同程度的提高，除Ｃｏ－２５之外，各菌株之间菌丝生长速度没有表现出显     

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.     

浅谈阜新杂交沙棘的优良类型及适应性

介绍了阜新杂交沙棘来源及从优树中选育出的有发展前途的7个优良类型。这些杂交沙棘在没有土、肥、水管理的条件下,经1999～2002年连续干旱,虽然严重影响生长和果实产量,但是却能生存下来并有一些产量,而附近两片中国沙棘到2003年已有95%的植株死亡;在虫害方面,杂交沙棘虽然也遭木蠹蛾为害,但为害的速度比中国沙棘慢得多,表现出很强的适应性。     

鹰咀豆品比研究

本文从世界热带半干旱作物研究中心“ＣＩＣＲＩＳＡＴ”引入鹰咀豆（ＣｉｃｅｒａｒｉｔｉｎｕｍＬ．）品种材料１１２份，在引种筛选的基础上筛选出１７个优秀品种材料，进一步作了品比试验，得到：Ａ３、Ａ２１、Ｂ５、Ｂ７、Ｂ１０、Ｃ１、Ｄ４、Ｄ５８个引入品种。它们抗性强，植株发育生长良好，分枝多，结英率高，种子在甘肃河西走廊可完全成熟，百粒重、籽实产量等均显著地优于当地品种。可在甘肃部分干旱半干旱地区示范性推广，丰富种质资源。     

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.